SASIGNAL ATLASCross-industry intelligence / Research desk
SIGNAL ATLAS / RESEARCH DESK

The organizations in the field.

994 sector-scoped entity records. An organization may appear in more than one sector.

994 records

OpenAI

Frontier AI lab developing the GPT model family and ChatGPT. Confidentially filed a draft Form S-1 with the SEC in June 2026 and has not publicly priced an offering.

Original record and source trail

Confidence (seed): high · 2026-09-15

Released GPT-6 Astra 2026-09-03 with AGI framing from Greg Brockman; shipped Agents API and GPT-Live-1 2026-09-10; published its report on the Hugging Face agent intrusion 2026-08-26; states over 1 billion ChatGPT users (2026-09-11, company claim, unaudited).

Products: GPT-6 Astra, GPT-5.6 Sol, GPT-5.6 Luna, ChatGPT, Agents API, GPT-Live-1, Codex

Anthropic

Frontier AI lab developing the Claude model family, structured as a public benefit corporation. Confidentially submitted a draft Form S-1 on 2026-06-01.

Original record and source trail

Confidence (seed): high · 2026-09-15

Released Claude Fable 5.1 and Mythos 5.1 on 2026-09-01 and Claude Opus 5 on 2026-07-24; disclosed run-rate revenue above $30B on 2026-04-06 (up from ~$9B at end-2025) with 1,000+ customers spending $1M+/year; announced a 3.5GW Google/Broadcom TPU expansion 2026-04-06; published an open-weights position statement 2026-07-27.

Products: Claude Fable 5.1, Claude Mythos 5.1, Claude Opus 5, Claude API, Claude Code

Alphabet / Google DeepMind

Alphabet develops the Gemini model family through Google DeepMind and operates Google Cloud, and designs and deploys TPU accelerators used by third parties including Anthropic.

Original record and source trail

Confidence (seed): high · 2026-09-15

Raised 2026 capital-expenditure guidance to approximately $205B at Q2 2026 earnings on 2026-07-22; the shares fell about 5% on the announcement, the first clear instance of the market penalising an AI capex raise.

Products: Gemini, Google Cloud, Vertex AI, TPU

Microsoft

Operates Azure, the largest single commercial channel for frontier model inference, and partners with OpenAI. Reported its first $100B Azure revenue year in FY2026.

Original record and source trail

Confidence (seed): high · 2026-09-15

FY2026 Q4 (2026-07-29): revenue $90.0B, Microsoft Cloud $59.3B (+27%), Azure +43%, commercial RPO $678B (+84%), FY2026 capex $115.9B, over 30 million paid Microsoft 365 Copilot seats. Reported on 2026-09-11 to be targeting 38GW of data-centre capacity by 2032 from roughly 12GW today.

Products: Azure, Azure AI Foundry, Microsoft 365 Copilot, GitHub Copilot

Amazon / Amazon Web Services

Operates AWS, develops Trainium and Inferentia accelerators, and distributes third-party models through Amazon Bedrock. A significant Anthropic investor and compute partner.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Committed $5B within Anthropic's $65B Series H as part of $15B of hyperscaler commitments (2026-05-28). Q2 2026 AWS revenue, capex and operating income could not be retrieved from primary investor relations in this session — see dossier §13.

Products: AWS, Amazon Bedrock, AWS Trainium, AWS Inferentia

Meta Platforms

Develops the Llama open-weight model family and is among the largest AI infrastructure spenders. Financed the Hyperion data-centre project through a highly levered structure.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026 (2026-07-29): revenue $60.801B (+28%), capex $31.08B including finance-lease principal, FY2026 capex guidance narrowed to $130-145B, total expenses guidance $165-169B. The Hyperion-Beignet financing placed $27B of debt against a $30B investment at 6.58%.

Products: Llama, Meta AI

NVIDIA

Dominant supplier of AI training and inference accelerators. Included here as the clearest public proxy for foundation-model compute demand and for where sector margin currently sits; chip design itself belongs to sector 03.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 FY2027 (2026-08-26): revenue $96.2B (+106% YoY), Data Center $89.0B (+117%), GAAP gross margin 75.0%, Q3 guidance $108B ±2%, $26.0B returned to shareholders. Explicitly assumes no China Data Center compute revenue in the Q3 outlook.

Products: Blackwell, H200, NVIDIA AI Enterprise, NVLink

CoreWeave

Publicly listed specialist AI cloud provider selling GPU capacity on contracted, backlog-funded terms. Reports capacity in gigawatts alongside revenue.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026: revenue $2.575B (+112% YoY), adjusted EBITDA $1.51B, net loss $626M, capex $9.4B, FY capex guidance $35-39B, revenue backlog ~$104B plus $25B+ of new Q3 commitments. 1.5GW live across 51 data centres, 4.2GW contracted, 8GW target by 2030. CEO cited continued demand for A100-class GPUs with a contract running to 2029.

Products: GPU cloud capacity, Managed Kubernetes for AI, Dedicated AI clusters

Nebius Group

Publicly listed European-headquartered AI cloud provider. Discloses contract economics as yield per megawatt rather than as margin, and reported a sharp shift toward production inference workloads.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026: revenue $582.3M (+454% YoY), AI cloud revenue $575M (+514%), adjusted EBITDA $236.2M, net loss $190.4M. Closed four deals above $1B each at $20-25M per megawatt. Added 1GW of contracted power in Q2, anticipating 5GW by year-end, and plans 1GW+ of compute deployment per year from 2027. Production inference workloads more than tripled in Q2.

Products: Nebius AI Cloud, AI Studio, Token factory

Cerebras Systems

Wafer-scale AI compute provider selling inference capacity as a cloud service. Included on the demand/compute-services side; its wafer-scale engine design belongs to sector 03.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026: GAAP revenue $180.1M (+74% YoY), cloud/services revenue $126.0M (+281%), gross profit $25.56M, net loss $450.4M. Over 600MW live and contracted through end-2027. Secured contracts with AI coding firms Cognition and Lovable.

Products: Cerebras Inference Cloud, CS-3 systems

Oracle

Provides large-scale GPU capacity to frontier labs through Oracle Cloud Infrastructure and is a named Stargate participant.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Reported to have delivered 300,000 GPUs in Q1 FY2027 (2026-09-11).

Products: Oracle Cloud Infrastructure, OCI Supercluster

Broadcom

Custom-silicon partner for hyperscaler and lab accelerator programmes, including the Google TPU capacity contracted by Anthropic.

Original record and source trail

Confidence (seed): high · 2026-09-15

Named partner in Anthropic's 3.5GW TPU capacity expansion announced 2026-04-06, with capacity expected online from 2027.

Products: Custom AI ASICs, Networking silicon

Hugging Face

Hosts the largest public repository of open model weights and datasets. Target of the July 2026 autonomous agent intrusion, on which it published a detailed technical timeline.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published a technical timeline of the July 2026 agent intrusion documenting approximately 17,600 agent actions between 2026-07-09 and 2026-07-13, with entry via HDF5 external-storage reads and Jinja2 template injection; five ExploitGym-linked datasets accessed, no customer-facing models or Spaces compromised beyond operational metadata.

Products: Model Hub, Datasets, Spaces, Inference Endpoints

DeepSeek

Chinese lab releasing open-weight models. DeepSeek V4 Flash is among the highest-volume models by routed tokens on OpenRouter.

Original record and source trail

Confidence (seed): medium · 2026-09-15

DeepSeek V4 Flash 0731 recorded 11.6T routed tokens on OpenRouter in the week to 2026-09-13, fourth by volume globally. Named in a February 2026 Anthropic allegation, reported by SCMP, that DeepSeek, Moonshot AI and MiniMax used Anthropic's systems to improve their models — an unadjudicated claim.

Products: DeepSeek V4, DeepSeek V4 Flash

Alibaba Group (Qwen)

Develops the Qwen model family, released with open weights, and operates Alibaba Cloud.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Unveiled Qwen-3.5 with multimodal capabilities and open weights on 2026-02-16, framed as a bid for global AI deployment.

Products: Qwen-3.5, Alibaba Cloud

Moonshot AI (Kimi)

Chinese lab behind the Kimi model family, competing at the top of token-usage rankings.

Original record and source trail

Confidence (seed): low · 2026-09-15

Reported on 2026-02-18 to be targeting a $12B valuation on surging Kimi revenue; reported on 2026-02-25 alongside MiniMax as topping AI token usage rankings.

Products: Kimi

Zhipu AI / Z.ai

Chinese lab developing the GLM model family. Publicly listed, and one of the few Chinese AI labs with observable market pricing.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Shares fell nearly 23% in February 2026 amid reported computing constraints and user complaints. GLM 5.3 Flash recorded 11.9T routed tokens on OpenRouter in the week to 2026-09-13, third globally by volume.

Products: GLM 5.3 Flash, GLM 5.2

MiniMax

Chinese lab that released a model in February 2026 marketed as delivering 'intelligence too cheap to meter' — a vendor claim, not an independently verified capability or price benchmark.

Original record and source trail

Confidence (seed): low · 2026-09-15

Released a model on 2026-02-13 described by the company as its first frontier model; reported on 2026-02-25 as topping AI token usage rankings alongside Moonshot.

Products: MiniMax models

Tencent

Chinese technology group whose Hunyuan-family models reached the top of routed-token rankings in 2026.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Hy4 preview recorded 16.8T routed tokens on OpenRouter in the week to 2026-09-13, second globally by volume and the highest-volume non-US model.

Products: Hy4 preview, Hunyuan

Mistral AI

The principal European frontier-ambition lab, publishing open-weight models alongside commercial offerings.

Original record and source trail

Confidence (seed): low · 2026-09-15

Held 0% separately identified share in the last verified enterprise LLM spend survey; Europe remains the structurally weak leg of AI capital formation at $25.6B in Q2 2026 per the macro brief.

Products: Mistral Large, Mistral open-weight models, Le Chat

xAI

Frontier lab developing the Grok model family and operating large owned training compute.

Original record and source trail

Confidence (seed): low · 2026-09-15

Tracked by independent evaluators among frontier model providers as of September 2026; no verified 2026 funding, revenue or compute figure obtained in this session.

Products: Grok

Fluidstack

AI compute provider reported to be in discussions for US government financing, an early instance of state capital entering compute provision directly.

Original record and source trail

Confidence (seed): low · 2026-09-15

Reported on 2026-09-11 to be in talks for a $5bn Pentagon Office of Strategic Capital loan.

Products: GPU cloud capacity

SpaceX

Included in this sector solely as a compute lessor: it has become a material provider of compute capacity under long-term lease, an example of non-traditional balance sheets entering compute provision.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Signed a compute contract valued at $13.3bn annually, reported 2026-09-11, bringing total annual income from compute leases to $41.1bn.

Products: Compute leases

SoftBank Group

Major investor in OpenAI and a named Stargate participant; among the largest single sources of AI infrastructure capital outside the hyperscalers.

Original record and source trail

Confidence (seed): low · 2026-09-15

Named among OpenAI's investors and Stargate participants. Specific 2026 commitment figures could not be verified from a primary source in this session.

Products:

Sequoia Capital

Venture firm; co-led Anthropic's $65B Series H alongside Altimeter Capital, Dragoneer and Greenoaks.

Original record and source trail

Confidence (seed): high · 2026-09-15

Named as a lead investor, with Altimeter Capital, Dragoneer and Greenoaks, in Anthropic's $65B Series H at a $965B post-money valuation (2026-05-28).

Products:

Menlo Ventures

Venture firm that publishes the most widely cited enterprise LLM spend survey. Note the commercial interest: Menlo is an Anthropic investor, and its market-share findings favour a portfolio company.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Last verifiable dataset is the 2025 Mid-Year LLM Market Update (2025-07-31, n=150): enterprise LLM spend $8.4B, Anthropic 32%, OpenAI 25%, Google 20%, Meta 9%, DeepSeek 1%; 87% of enterprise workloads on closed models. The widely-quoted 2026 update could not be verified.

Products: State of Generative AI in the Enterprise / LLM Market Update

Epoch AI

Independent research organisation maintaining a public database of over 3,600 machine learning models, the Epoch Capabilities Index, and a benchmarking hub covering 390 models across 80 benchmarks.

Original record and source trail

Confidence (seed): high · 2026-09-15

Benchmarking hub updated 2026-09-15, placing GPT-6 Astra at 166 on the Epoch Capabilities Index while MirrorCode shows Claude Fable 5 at 64% against GPT-5.6 Sol at 20%. Its LLM inference price-trends dataset has not been updated since 2025-03-12.

Products: Epoch Capabilities Index, AI Benchmarking Hub, Notable AI Models database, LLM inference price trends

Artificial Analysis

Commercial independent evaluator publishing a versioned Intelligence Index alongside price and speed measurements across providers.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Intelligence Index v4.3 scores Claude Fable 5.1 (Max and Xhigh Effort) and GPT-6 Astra (max) at 53 apiece, evaluating 641 models in total. The site's model pricing table returned HTTP 429 on repeated attempts and could not be read for this dossier.

Products: Artificial Analysis Intelligence Index

OpenRouter

Cross-provider model routing marketplace that publishes routed token volume by model under Creative Commons licensing. The most granular public usage telemetry in the sector, though selection-biased toward price-sensitive developers.

Original record and source trail

Confidence (seed): high · 2026-09-15

Rankings for the week to 2026-09-13: GPT-5.6 Luna 18.2T tokens, Tencent Hy4 preview 16.8T, Z-AI GLM 5.3 Flash 11.9T, DeepSeek V4 Flash 11.6T, Xiaomi MiMo-V2.5 7.77T (+230%). Explicitly cautions that rankings measure adoption, not accuracy or reasoning ability.

Products: Model routing API, LLM Rankings

Federal Energy Regulatory Commission (FERC)

US federal regulator of interstate electricity transmission and wholesale markets. In 2026 it became the most consequential regulator for AI compute deployment in the United States.

Original record and source trail

Confidence (seed): high · 2026-09-15

Issued Section 206 show-cause orders to all six RTOs/ISOs on 2026-06-18 (dockets EL26-67 through EL26-72), covering PJM, MISO, SPP, CAISO, ISO New England and NYISO, with 60 days to respond across five reform categories after reviewing over 3,500 pages of comments.

Products: Section 206 show cause orders, Large load interconnection rules

US Energy Information Administration (EIA)

US federal statistical agency publishing the Short-Term Energy Outlook and Annual Energy Outlook, the primary unsponsored source on data-centre-driven electricity demand.

Original record and source trail

Confidence (seed): high · 2026-09-15

Forecast 1% US electricity demand growth in 2026 and 3% in 2027 (2026-01-13), the first four consecutive years of growth since 2007. March 2026 analysis put baseline load growth at 1.9% and 2.5%, with ERCOT at ~10% average annual growth against PJM at 3%.

Products: Short-Term Energy Outlook, Annual Energy Outlook, Today in Energy

US Census Bureau (Business Trends and Outlook Survey)

Runs the BTOS, a biweekly business survey that provides the only free, unsponsored, high-frequency measure of US firm-level AI adoption.

Original record and source trail

Confidence (seed): high · 2026-09-15

May 2026 release: 17-20% of US businesses currently using AI, national average 19.8%; 37% for firms with 250+ employees, 32% for 100-249; Information sector 39.7%, Finance and Insurance 33.9%, Retail Trade 14%. AI use rose among firms with 20+ employees but did not change significantly below that threshold.

Products: Business Trends and Outlook Survey

European Commission AI Office

Supervises general-purpose AI model providers under the EU AI Act and administers the GPAI Code of Practice.

Original record and source trail

Confidence (seed): high · 2026-09-15

GPAI obligations applicable since 2025-08-02. The Digital Omnibus on AI entered into force 2026-07-27, extending simplified requirements to small and mid-caps and reinforcing AI Office powers over GPAI-based systems. High-risk obligations for employment-context AI were deferred from 2026-08-02 to 2027-12-02.

Products: EU AI Act enforcement, GPAI Code of Practice, Regulatory sandboxes

US Securities and Exchange Commission

Reviews the confidential draft registration statements filed by both leading US frontier labs, and sets the disclosure standards under which frontier-lab economics would first become public.

Original record and source trail

Confidence (seed): high · 2026-09-15

Holds confidential draft S-1 submissions from Anthropic (2026-06-01) and OpenAI (reported 2026-06-08). EDGAR full-text search on 2026-09-15 returned no public S-1 for either company, consistent with confidential submission.

Products: EDGAR, Form S-1 review

Cloud Security Alliance

Industry body that published independent research and a CISO post-mortem on the 2026 autonomous AI agent intrusion at Hugging Face.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Published a research note on the autonomous AI agent intrusion and a Hugging Face CISO post-mortem following the July 2026 incident.

Products: CSA research notes, Hugging Face incident CISO post-mortem

Stanford Institute for Human-Centered AI (HAI)

Publishes the annual AI Index Report, the most widely cited academic compilation of AI capability, investment and adoption statistics.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Published the 2026 AI Index Report; its takeaways summary is dated 2026-04-13. Specific chapter figures could not be extracted from the web version in this session — the underlying data sits in downloadable chapter PDFs.

Products: AI Index Report

Jensen Huang

Chief Executive Officer and co-founder of NVIDIA.

Original record and source trail

Confidence (seed): high · 2026-09-15

On the Q2 FY2027 results (2026-08-26) said 'AI has reached its inflection point. It's doing useful work. Its tokens are productive and profitable' — an interested opinion, delivered alongside a 75% gross margin and $89.0B of Data Center revenue.

Products:

Greg Brockman

President and co-founder of OpenAI.

Original record and source trail

Confidence (seed): high · 2026-09-15

At the GPT-6 Astra briefing on 2026-09-03 said 'I think it might be about this model' regarding AGI and closed with 'Welcome to the AGI era' — the sector's clearest current example of an unbenchmarked vendor capability claim.

Products:

Michael Intrator

Chief Executive Officer and co-founder of CoreWeave.

Original record and source trail

Confidence (seed): high · 2026-09-15

On the Q2 2026 call noted continued demand for older NVIDIA GPU generations, citing an A100 contract extending to 2029, and said data-centre moratoriums 'are going to impact where this infrastructure gets built'.

Products:

Sen. Bernie Sanders

United States Senator (I-Vt.), lead sponsor of the Ban Artificial Superintelligence Act.

Original record and source trail

Confidence (seed): high · 2026-09-15

Introduced the Ban Artificial Superintelligence Act on 2026-09-03 with Rep. Greg Casar, proposing a permanent ban on superintelligent AI, a temporary pause on advanced AI development, a cabinet-level federal AI agency, and penalties including up to 20 years imprisonment for individuals.

Products:

Salesforce, Inc.

The largest pure-play enterprise application vendor, now combining CRM with the Data 360 platform and the Agentforce agent layer following the Informatica acquisition.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 FY27 (2026-08-26): revenue $11.3B +11%, cRPO $33.5B +14% cc, Agentforce ARR >$1.5B +240%, Agentforce + Data 360 ARR ~$3.9B +210%, non-GAAP operating margin 34.1%, FY27 guidance $46.1-46.4B. Cut ~4,000 support roles attributed to AI agents (2025-09-02).

Products: Sales Cloud, Service Cloud, Agentforce, Data 360, Slack, Tableau, MuleSoft, Informatica

Microsoft Corporation

The largest enterprise software vendor by revenue and, via Microsoft 365 Copilot, the largest per-seat AI product in the market.

Original record and source trail

Confidence (seed): high · 2026-09-15

FY26 Q4 (2026-07-29): revenue $90.0B +18%, FY26 revenue $331.8B +18%, Microsoft Cloud $59.3B +27%, Azure +43%, Productivity & Business Processes $37.8B +14%, Microsoft 365 Copilot past 30 million paid seats, FY26 capex $115.9B. Named supporter of the MCP 2026-07-28 specification.

Products: Microsoft 365, Microsoft 365 Copilot, Dynamics 365, Azure, GitHub, GitHub Copilot, Power Platform, Fabric

SAP SE

Europe's largest software company and the dominant ERP vendor; the principal non-US datapoint for enterprise application demand.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026 (2026-07-23): current cloud backlog EUR 22.9B +27% (+26% cc), cloud revenue +22% (+24% cc), cloud ERP suite revenue +25%, total revenue +9%. Cut 2026 non-IFRS operating profit outlook for dilution from the Dremio and Prior Labs acquisitions; previously acquired Reltio for master-data context.

Products: S/4HANA Cloud, SAP Business AI, Business Data Cloud, SuccessFactors, Ariba, Autonomous Suite

ServiceNow, Inc.

Workflow platform for IT, employee and customer service operations; the fastest-growing large-cap application vendor in 2026.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026: subscription revenue $3,877M +24.5%, total revenue $3,987M +24%, cRPO $13.20B +21%, RPO $29.0B +21%, 123 transactions above $1M ACV (+~40%), 658 customers above $5M ACV, non-GAAP operating margin 29.5%, ServiceNow AI ACV crossed $1B, agentic deployments up ninefold in nine months. FY26 subscription guidance $15.76-15.78B.

Products: Now Platform, Now Assist, ITSM, ITOM, Customer Workflows, ServiceNow AI agents

Snowflake Inc.

Consumption-priced cloud data platform; one of the few vendors still disclosing net revenue retention, making it the sector's cleanest read on expansion.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 FY2027 (2026-08-26): product revenue $1.491B +37%, total revenue $1.546B +35%, NRR 126%, RPO $9.00B +30%, 828 customers above $1M trailing product revenue (+27%), 829 Forbes Global 2000 customers, non-GAAP operating margin 15.3%; FY2027 product revenue guidance raised to $6,070M (+36%).

Products: Snowflake Data Cloud, Cortex, Snowflake Intelligence, Unistore, CoCo, CoWork

Databricks, Inc.

Lakehouse and AI platform; the largest private company in the enterprise data layer and Snowflake's principal competitor.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Reported annualised revenue growth above 80% to $6.9B (CNBC, 2026-06-16); Everest Group cites $7B annualised for June 2026. Architectural lead cited in Lakebase, Lakehouse RT and the proposed LTAP architecture.

Products: Databricks Lakehouse, Lakebase, Unity Catalog, Mosaic AI, Delta Lake

Anysphere, Inc. (Cursor / SpaceXAI)

Maker of the Cursor AI code editor; acquired by SpaceX for $60B and folded into the SpaceXAI division, the largest software acquisition on record by headline value.

Original record and source trail

Confidence (seed): medium · 2026-09-15

ARR progression reported as $100M (Jan 2025), $500M (Jun 2025), $1B (Nov 2025), $2B (Feb 2026). Claims over 1 million paying customers, ~50,000 enterprise teams, presence in nearly 70% of the Fortune 1,000 — vendor-reported, unaudited. Deal closed 2026-08-14; Cursor brand reportedly to be retired in favour of Grok branding.

Products: Cursor, Cursor Agent

SpaceX (Space Exploration Technologies Corp.)

Newly-listed aerospace company whose SpaceXAI division now owns Cursor; the acquirer that set the 2026 reference price for developer tooling.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Completed the $60B all-stock acquisition of Anysphere on 2026-08-14, folding Cursor into the rebranded SpaceXAI division with access to the Colossus supercomputer. Morgan Stanley projected the acquisition could drive up to $13B of SpaceX revenue by 2027.

Products: Starlink, Starship, SpaceXAI, Cursor, Colossus supercomputer

Workday, Inc.

Cloud HCM and financials vendor; a bellwether for seat-based enterprise SaaS because its core metric is tied to customer headcount.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 FY27 (2026-08-27): subscription revenue $2.471B +13.9%, total revenue $2.649B +12.8%, 12-month backlog $9.034B +14.2%, total backlog $27.403B +8.0%, non-GAAP operating margin 31.1% (from 29.0%), FY27 subscription guidance $9.94-9.95B (+13%); management stated AI drove more than 25% of new ACV.

Products: Workday HCM, Workday Financial Management, Workday Illuminate, Workday Extend

Datadog, Inc.

Consumption-priced observability platform; a direct beneficiary of AI workload growth and a useful control for the seat-pricing thesis.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026 (2026-08-06): revenue $1.12B +36%, ~4,720 customers above $100k ARR (from ~3,850, +23%), non-GAAP operating margin 23% (from 20%), GAAP operating margin 0% (from -4%); FY2026 revenue guidance $4.45-4.47B. Shares fell sharply post-print despite the beat.

Products: Infrastructure Monitoring, APM, Log Management, LLM Observability, Cloud SIEM

Adobe Inc.

Creative and digital experience software vendor; the clearest listed test of whether generative AI expands or erodes a mature seat-based software franchise.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Q3 FY2026 (2026-09-10): revenue $6.76B +13%, ending ARR $27.5B +11.2%, AI-first ending ARR above $650M +150%, creative freemium MAU past 100 million +70%, net new ARR down 36-37% YoY on deliberate freemium prioritisation. Figures reached this research via an aggregator, not Adobe IR directly.

Products: Creative Cloud, Firefly, Acrobat AI Assistant, GenStudio, Experience Cloud

Accenture plc

The largest Western systems integrator and the principal listed proxy for AI's effect on services delivery economics.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q3 FY2026 (2026-06-18): revenue $18.7B, +3% local currency / +6% USD; new bookings $19.3B; 104 bookings above $100M year-to-date, up 13%; ~799,000 employees; operating margin 17.0%; FY26 guidance 3-4% local-currency growth including ~1 point drag from US federal business.

Products: Technology consulting, Managed services, Song, Accenture GenAI services

Tata Consultancy Services Limited

India's largest IT services firm; its leadership introduced 'degrowth' as a description of AI's revenue effect on the sector.

Original record and source trail

Confidence (seed): high · 2026-09-15

Reported revenue decline of 0.5% YoY in the period covered by The Register's April 2026 analysis; CEO characterised AI's revenue effect as 'degrowth'. No significant layoffs implemented.

Products: Application development and maintenance, TCS BaNCS, AI transformation services

Infosys Limited

Second-largest Indian IT services firm; its FY27 guidance is among the clearest quantifications of AI deflation in services.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Grew 3.1% in the prior year per The Register (2026-04-28); narrowed FY27 revenue growth guidance to 1.5-3.0% in constant currency (reported 2026-07-23). Guidance figure carried by a Tier C outlet and recorded as single-source.

Products: Infosys Topaz, Finacle, Cobalt, Application services

HCLTechnologies Limited

Indian IT services firm whose CEO coined the sector's operative term for AI-driven revenue decline.

Original record and source trail

Confidence (seed): high · 2026-09-15

Grew 11.2% in FY2026 with headcount up nearly 2%; CEO stated that 'AI deflation' would cause revenue to dip between three and five percent in the coming year (reported 2026-04-28).

Products: Engineering and R&D services, Application services, HCLTech AI Force

Wipro Limited

Indian IT services firm; reported margin compression on AI-era deals.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Grew 4% annually with the CFO noting lower margins on some deals, per The Register's April 2026 analysis of AI deflation across the Indian big four.

Products: Application services, Wipro ai360, Consulting

HubSpot, Inc.

Mid-market CRM and marketing platform; an early mover in migrating AI functionality from seat add-ons to a credit pool.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Moved AI capability onto a credit-based consumption model rather than per-seat add-on pricing during 2026, one of the clearest mid-market examples of the packaging shift.

Products: Marketing Hub, Sales Hub, Service Hub, HubSpot Credits, Breeze agents

Intercom

Customer service platform whose Fin agent is the most-cited commercially scaled example of pure outcome-based software pricing.

Original record and source trail

Confidence (seed): low · 2026-09-15

Fin reported approaching $100M ARR — roughly half of Intercom's total revenue — on pure outcome-based pricing at $0.99 per resolved conversation (aggregator-reported, 2026-08-02; unaudited).

Products: Intercom Messenger, Fin AI Agent

Sierra AI

Conversational AI agent company founded by former Salesforce co-CEO Bret Taylor; cited as evidence that AI-native challengers can scale quickly against incumbents.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Reached $100M ARR in under two years, per TechCrunch's March 2026 analysis of the software sell-off.

Products: Sierra AI agents

Informatica (Salesforce)

Enterprise data management and governance vendor, acquired by Salesforce; the 'context acquisition' that anchors Salesforce's Data 360 strategy.

Original record and source trail

Confidence (seed): high · 2026-09-15

Contributed $440M to Salesforce subscription and support revenue in Q2 FY27 (2026-08-26); Everest Group cites Salesforce's Informatica integration as part of the data-context land grab.

Products: Intelligent Data Management Cloud, Data quality, Master data management

Klarna Bank AB

Payments company whose 2024 announcement that it would shut down SaaS providers became the most-cited and most-misreported case study in the AI-displacement debate.

Original record and source trail

Confidence (seed): high · 2026-09-15

CX Today established (2024-12-11) that Klarna moved HR to Deel and CRM to a mix of third-party SaaS and in-house tools while retaining Slack — a vendor swap combined with AI, standardisation and simplification, not an AI replacement of SaaS.

Products: Klarna payments, internal AI assistant

Anthropic

Originator of the Model Context Protocol, the integration standard now supported across the major cloud and developer-tool vendors. Frontier model activity itself belongs to sector 01.

Original record and source trail

Confidence (seed): high · 2026-09-15

MCP published the 2026-07-28 specification with a stateless core, header-based routing and hardened authorisation; Tier 1 SDKs run close to half a billion downloads a month.

Products: Claude, Claude Code, Model Context Protocol

Model Context Protocol project

Open specification for connecting AI models to tools and data; the de facto integration substrate for enterprise agents.

Original record and source trail

Confidence (seed): high · 2026-09-15

The 2026-07-28 specification made the protocol core stateless, added Multi Round-Trip Requests, header-based routing, cacheable list results and RFC 9207 issuer validation, and deprecated Roots, Sampling and Logging. AWS, Google Cloud, Microsoft, Cloudflare, Figma, Honeycomb and Supabase quoted as supporters. No formal foundation governance identified.

Products: MCP specification, MCP TypeScript SDK, MCP Python SDK

Gartner, Inc.

The sector's most-quoted forecaster; its IT spending series and agentic-AI cancellation prediction are load-bearing in almost every 2026 enterprise software argument.

Original record and source trail

Confidence (seed): high · 2026-09-15

2026-07-27 forecast: worldwide IT spending $6.37T (+14.2%), software $1,468B (+15.5%), IT services $1,570B (+5.3%). Revised the 2026 growth forecast upward four times in nine months (9.8% → 10.8% → 13.5% → 14.2%). Predicts over 40% of agentic AI projects cancelled by end-2027 and estimates only ~130 vendors have genuine agentic capability.

Products: IT spending forecast, Magic Quadrant, Hype Cycle

Everest Group

Analyst firm covering services sourcing and enterprise data platforms; source of the 2026 read that Snowflake/Databricks differentiation is narrowing.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published 'Picking an enterprise data platform in a market with no clear winner' (2026-09-08), documenting OLAP commoditisation, open table formats weakening storage/processing barriers, and value migration toward agentic and operational workloads.

Products: Enterprise data platform research, Pricing research, PEAK Matrix

HFS Research

Analyst firm covering services and AI operating models; documented mid-contract renegotiation as the mechanism of AI deflation.

Original record and source trail

Confidence (seed): high · 2026-09-15

Reported (2026-06-30) that corporates are renegotiating IT services contracts within 24 months of signing, with heaviest pressure on deals above $50M annual value, and that pricing is moving from FTEs, rate cards and offshore ratios to productivity commitments, outcome-based pricing and gain-sharing. Note: no sample size or methodology disclosed.

Products: Services research, AI pricing research

Stack Overflow

Developer community whose annual survey is the longest-running public instrument on developer tool adoption and sentiment.

Original record and source trail

Confidence (seed): high · 2026-09-15

Reported (2026-02-18) 84% of developers using or planning to use AI tools, up from 70% in 2023, while trust fell to 29%, down 11 points from 2024. Note: the platform's own traffic decline biases the respondent panel.

Products: Stack Overflow, Stack Overflow Developer Survey, Stack Overflow for Teams

DORA (DevOps Research and Assessment), Google Cloud

Google Cloud research programme producing the most methodologically transparent public evidence on AI's effect on software delivery.

Original record and source trail

Confidence (seed): high · 2026-09-15

DORA 2026.01, 'ROI of AI-Assisted Software Development' (released 2026-05-11), based on nearly 5,000 practitioners and over 100 hours of interviews: returns come from the organisational system rather than tools; documented an instability tax and a J-curve; illustrative ~39% first-year ROI with eight-month payback for a 500-person engineering organisation.

Products: DORA State of DevOps / AI reports, DORA metrics

Indeed Hiring Lab

Research arm of Indeed; its job postings indices are published through FRED and are the highest-frequency public measure of software labour demand.

Original record and source trail

Confidence (seed): high · 2026-09-15

US software development job postings index at 76.12 on 2026-09-04 against a February 2020 baseline of 100, seasonally adjusted — roughly 24% below pre-pandemic levels. Published daily via FRED series IHLIDXUSTPSOFTDEVE.

Products: Job Postings Index, Hiring Lab Data Portal

US Bureau of Labor Statistics

Federal statistical agency; its Occupational Outlook Handbook is the authoritative long-horizon projection for software employment and directly contradicts the postings data.

Original record and source trail

Confidence (seed): high · 2026-09-15

OOH page for Software Developers, QA Analysts and Testers last modified 2026-08-27: 1,905,400 jobs in 2025, projected +10% 2025-2035 ('much faster than average'), ~106,100 annual openings, median pay $134,040 (May 2025).

Products: Occupational Outlook Handbook, Employment Projections, JOLTS, CES

Bessemer Venture Partners

Venture firm whose BVP Nasdaq Emerging Cloud Index is the standard public benchmark for cloud software valuations.

Original record and source trail

Confidence (seed): high · 2026-09-15

Index closed at 1,876.37 on 2026-09-11 (FRED series NASDAQEMCLOUD). Index site reports an average revenue multiple of 7.5x on average revenue growth of 20.6% across approximately $2.4T of market capitalisation. Bias note: BVP is an investor in the asset class the index measures.

Products: BVP Nasdaq Emerging Cloud Index (EMCLOUD), State of the Cloud report

European Commission — DG CONNECT

EU regulator responsible for the Data Act and AI Act, the two instruments most directly reshaping enterprise software contracting and compliance.

Original record and source trail

Confidence (seed): high · 2026-09-15

EU Data Act switching obligations applied from 2025-09-12 across IaaS, PaaS and SaaS; all switching charges prohibited from 2027-01-12. AI Act transparency obligations took effect 2026-08-02, but high-risk employment-context obligations were deferred from 2026-08-02 to 2027-12-02 under the Digital Omnibus on AI (in force 2026-07-27).

Products: EU Data Act, EU AI Act, Digital Omnibus on AI

US Securities and Exchange Commission

Sets the disclosure regime that makes this sector the best-instrumented in the research programme; EDGAR full-text search is the primary monitorable feed.

Original record and source trail

Confidence (seed): high · 2026-09-15

Hosts the 8-K earnings exhibits used as the Tier A backbone for this dossier, including ServiceNow Q2 2026 and Snowflake Q2 FY2027. Note that NRR and seat-count disclosure are not mandated, which is why the central pricing question cannot be answered from filings.

Products: EDGAR, Full-text search, Financial Statement Data Sets

NASSCOM

Trade body for the Indian technology services industry, the sector most directly exposed to AI deflation.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Represents the Indian IT services firms — TCS, Infosys, HCLTech and Wipro — whose leadership publicly quantified AI deflation at 3-5% of revenue during the FY26 results season (reported 2026-04-28). NASSCOM's own 2026 publications were not directly retrieved in this research.

Products: Strategic Review, Industry data and policy advocacy

Marc Benioff

Chair and CEO of Salesforce; the most prominent executive voice on both the Agentforce expansion case and AI-driven headcount reduction.

Original record and source trail

Confidence (seed): high · 2026-09-15

Confirmed roughly 4,000 customer support role reductions, cutting that function from about 9,000 to 5,000, stating he needed 'less heads' because of AI (2025-09-02). Q2 FY27 reported Agentforce ARR above $1.5B, up over 240%.

Products: Agentforce strategy

Bret Taylor

Former Salesforce co-CEO now building Sierra; the clearest single case of incumbent leadership defecting to the AI-native challenger model.

Original record and source trail

Confidence (seed): high · 2026-09-15

Sierra reached $100M ARR in under two years, cited in TechCrunch's March 2026 analysis of the software sell-off.

Products: Sierra AI agents

Phil Fersht

CEO and Chief Analyst of HFS Research; articulated the shift in services pricing away from FTEs and rate cards.

Original record and source trail

Confidence (seed): high · 2026-09-15

Stated (2026-06-30) that services pricing discussions are 'moving away from FTEs, rate cards and offshore ratios towards productivity commitments, outcome-based pricing and gain-sharing'.

Products: HFS services and AI research

C. Vijayakumar

CEO of HCLTech; introduced 'AI deflation' as a quantified planning assumption for the services industry.

Original record and source trail

Confidence (seed): high · 2026-09-15

Told investors that AI deflation would cause revenue to dip between three and five percent in the coming year, reported 2026-04-28.

Products: HCLTech delivery strategy

TSMC (Taiwan Semiconductor Manufacturing Company)

The world's dominant leading-edge foundry. Reported Q2 2026 revenue of US$40.20bn at a 67.7% gross margin and 60.3% operating margin, with HPC at 66% of revenue.

Original record and source trail

Confidence (seed): high · 2026-09-15

Raised 2026 capex to US$60-64bn and 2026 revenue growth guidance to above 40% (16 Jul 2026); began N2 revenue contribution in Q2 2026; announced 12-inch photomask initiative with ASML (8 Sep 2026); agreed a next-generation image sensor JV with Sony Semiconductor Solutions (11 Aug 2026); sold 8.1% of Vanguard International Semiconductor (15 May 2026).

Products: N2, N3, N5, A16, CoWoS, SoIC, InFO

Samsung Electronics

Integrated device manufacturer spanning memory, foundry and consumer devices. Its Device Solutions division reported Q2 2026 revenue of KRW 127.5tn and operating profit of KRW 89.2tn.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026 consolidated revenue KRW 171.5tn and operating profit KRW 89.5tn, both all-time highs (30 Jul 2026). Shipped the industry's first HBM4E samples to major customers. Foundry won 2nm HPC engagements and is ramping second-generation 2nm; targeting double-digit H2 revenue growth.

Products: HBM4, HBM4E, DDR5, LPDDR, SF2 foundry, V-NAND, Exynos

SK hynix

The leading HBM supplier. Reported Q2 2026 revenue of KRW 79.32tn and operating profit of KRW 60.54tn, a 76% operating margin, up 257% and 557% year on year respectively.

Original record and source trail

Confidence (seed): high · 2026-09-15

Began mass shipments of HBM4 in Q2 2026 with a H2 ramp; completed HBM4E sample deliveries with mass production planned for 2027; holds long-term agreements with around 10 customers; mid-to-long-term plans cover the P&T7 packaging facility, M17 NAND base and a new cluster. Shares fell 9.61% on 30 July 2026 despite record results.

Products: HBM3E, HBM4, HBM4E, DDR5, 321-layer NAND, eSSD

Micron Technology

The only US-headquartered DRAM manufacturer. Fiscal Q3 2026 (ended 24 June 2026) revenue was $41.5bn at an 84.9% gross margin, with DRAM $31.3bn and NAND $9.9bn.

Original record and source trail

Confidence (seed): high · 2026-09-15

Reported DRAM contract prices up in the low-60s percent and NAND up in the mid-80s percent in the June 2026 quarter; over $1bn of HBM4 revenue already shipped; data centre revenue at an annualised run rate above $100bn; expects supply tightness beyond calendar 2027.

Products: HBM4, HBM3E, DDR5, LPDDR5X, eSSD, NAND

NVIDIA

The dominant merchant AI accelerator vendor. Q2 FY2027 revenue was $96.2bn with data centre revenue of $89.0bn, up 117% year on year, at a 75.0% gross margin.

Original record and source trail

Confidence (seed): high · 2026-09-15

Vera Rubin entered full production with racks running at CoreWeave, Google Cloud, Microsoft Azure, Oracle Cloud Infrastructure and Nebius; guided Q3 FY2027 to $108bn; explicitly assumes no data-centre compute revenue from China.

Products: Vera Rubin, Blackwell, H200, NVLink, Spectrum-X, CUDA

Broadcom

The leading custom AI accelerator (XPU) and data-centre networking silicon supplier. FQ3 2026 revenue was $29.6bn with AI semiconductor revenue of $16.7bn, up 221% year on year.

Original record and source trail

Confidence (seed): high · 2026-09-15

Guided FQ4 2026 AI semiconductor revenue to $21.7bn (+236% YoY) and total revenue to approximately $34.8bn at a ~66% non-GAAP operating margin (2 Sep 2026).

Products: custom XPUs, Tomahawk switch silicon, Jericho routers, co-packaged optics

Intel

Integrated device manufacturer attempting to establish a merchant foundry business alongside its CPU franchise. 18A reached high-volume manufacturing but yields remain below profitable levels.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Panther Lake, the first 18A AI PC platform, shipped January 2026. 14A depends on two prospective external customers with decisions running from H2 2026 into H1 2027; Lip-Bu Tan has said 14A may be slowed or cancelled without external foundry revenue. Crescent Island inference GPU samples in H2 2026.

Products: Intel 18A, Intel 14A, Panther Lake, Clearwater Forest, Diamond Rapids, Crescent Island, Foveros, EMIB

ASML

Sole supplier of EUV lithography systems. Q2 2026 net sales were EUR 9.3bn at a 54.0% gross margin with EUR 2.9bn net income and 86 new lithography systems sold.

Original record and source trail

Confidence (seed): high · 2026-09-15

Raised FY2026 guidance to EUR 43-45bn; plans to raise 2027 low-NA EUV capacity ~30% from about 65 units and DUV immersion ~30% from about 130 units; announced the 12-inch photomask initiative with TSMC on 8 September 2026 targeting a 2031 pilot line.

Products: EUV NXE low-NA, EXE High NA, DUV immersion, computational lithography

Kioxia

Japanese NAND flash manufacturer, successor to Toshiba Memory, and a major supplier of enterprise SSD and consumer NAND.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Reported on 15 September 2026 to be considering an ADR offering that could raise at least $10bn, following SK hynix's $26.5bn US offering in July 2026.

Products: BiCS FLASH 3D NAND, enterprise SSD, XL-FLASH

SMIC (Semiconductor Manufacturing International Corporation)

China's largest foundry and the principal domestic supplier of advanced-node logic, working around EUV restrictions with DUV multi-patterning.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Narrowed its foundry market-share gap with Samsung in Q2 2026 as top-10 foundry revenue reached US$53.49bn. Advanced-node capacity estimated at roughly 60,000 wafers/month at end-2025 rising toward 80,000 by 2027.

Products: N+2 / 7nm-class DUV process, 28nm and mature nodes

Huawei Technologies / HiSilicon

China's leading AI accelerator designer. The Ascend 910C is a dual-chiplet part delivering up to 780 TFLOPS dense BF16 at 350W using HBM2E.

Original record and source trail

Confidence (seed): medium · 2026-09-15

CloudMatrix 384 links 384 Ascend 910C processors across twelve racks via optical interconnect for approximately 300 PFLOPS at 559kW. Production is constrained by HBM availability rather than by SMIC logic capacity; an estimated 805,000 Ascend units shipped in 2025 drawing on a pre-control TSMC die bank of over 2.9 million dies.

Products: Ascend 910C, Ascend 950 series, CloudMatrix 384, Kunpeng

CXMT (ChangXin Memory Technologies)

China's principal DRAM manufacturer and the country's main hope for domestic HBM supply. Unlisted with minimal public disclosure.

Original record and source trail

Confidence (seed): low · 2026-09-15

Estimated to reach around 2 million HBM stacks in 2026, sufficient for only 250,000-300,000 additional Ascend 910C packages; total capacity estimated at 257,000 wafers/month in 2026. All figures are third-party estimates - CXMT publishes essentially nothing.

Products: DDR4, DDR5, domestic HBM

Amkor Technology

The largest US-headquartered outsourced semiconductor assembly and test provider, and the main external partner for TSMC's overflow advanced packaging.

Original record and source trail

Confidence (seed): low · 2026-09-15

Estimated to receive the largest share of TSMC's 2026 advanced packaging outsourcing at roughly 180,000-190,000 wafers, out of a total 240,000-270,000 outsourced.

Products: flip chip, 2.5D packaging, wafer-level packaging, test services

ASE Technology Holding (incl. SPIL)

The world's largest OSAT group by revenue, including Siliconware Precision Industries (SPIL), and a key second source for AI advanced packaging and test.

Original record and source trail

Confidence (seed): low · 2026-09-15

SPIL estimated to take roughly 60,000-80,000 wafers of TSMC's 2026 advanced packaging outsourcing.

Products: FOCoS, fan-out packaging, SiP, test services

Sony Semiconductor Solutions

The world's largest CMOS image sensor manufacturer, supplying smartphone, automotive and industrial imaging.

Original record and source trail

Confidence (seed): high · 2026-09-15

Agreed with TSMC on 11 August 2026 to establish a joint venture for next-generation image sensors.

Products: CMOS image sensors, stacked sensor architectures, LiDAR components

Rapidus Corporation

Japanese government-backed foundry startup pursuing 2nm gate-all-around logic in partnership with IBM and imec, aiming to restore Japanese leading-edge capability.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Operating a 2nm pilot line with mass production targeted for 2027; collaboration with IBM extends to chiplet packaging technology for the 2nm generation.

Products: 2nm GAA process, chiplet packaging

Marvell Technology

Supplier of custom AI silicon, electro-optics and data-centre interconnect, and the principal competitor to Broadcom in the hyperscaler custom-ASIC market.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Competes directly with Broadcom in the custom XPU market, which reached $16.7bn of quarterly AI semiconductor revenue at Broadcom in FQ3 2026.

Products: custom AI accelerators, PAM4 DSPs, optical interconnect, data centre switches

Google (Alphabet) - Google Cloud TPU

Operator of the longest-running hyperscaler custom AI accelerator programme, now selling TPU capacity to external frontier labs.

Original record and source trail

Confidence (seed): high · 2026-09-15

Committed up to one million TPUs to Anthropic, expected to bring well over 1GW of compute online in 2026, valued at tens of billions of dollars over the agreement's life.

Products: TPU v7 Ironwood, TPU v8, Google Cloud AI infrastructure

Amazon Web Services (Annapurna Labs)

AWS's in-house silicon organisation, producing the Trainium training accelerators and Inferentia inference parts.

Original record and source trail

Confidence (seed): high · 2026-09-15

Project Rainier in Indiana runs approximately 500,000 Trainium2 chips for Anthropic, scaling toward more than one million Trainium2 chips.

Products: Trainium2, Trainium3, Inferentia, Nitro, Graviton

IBM

Operator of the most detailed published fault-tolerant quantum roadmap, built on bivariate bicycle qLDPC codes rather than the surface code.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published its large-scale fault-tolerant architecture on 3 June 2025: the [[144,12,12]] gross code requires roughly 10x fewer qubits than surface codes; Nighthawk has a 120-qubit square lattice with ~16x Heron's effective circuit depth; Starling targets 200 logical qubits and 100 million gates in 2029.

Products: Heron, Nighthawk, Loon, Kookaburra, Starling (planned), Qiskit

Google Quantum AI

Alphabet's quantum research organisation, which demonstrated below-threshold quantum error correction on the 105-qubit Willow processor in December 2024.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Claimed 'verifiable quantum advantage' via the Quantum Echoes algorithm on Willow; the 105-qubit below-threshold result remains the field's most-cited error-correction milestone.

Products: Willow, Sycamore, Quantum Echoes algorithm, Cirq

IonQ

Publicly traded trapped-ion quantum computing company that crossed 99.99% two-qubit gate fidelity in October 2025 using electronic qubit control.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Announced a $1.8bn acquisition of SkyWater Technology in January 2026 - a quantum company acquiring a US semiconductor foundry, the clearest instance of quantum converging on semiconductor supply chains.

Products: Forte, Tempo, Electronic Qubit Control

PsiQuantum

Photonic quantum computing company pursuing utility-scale fault tolerance manufactured on conventional 300mm CMOS lines.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Reported 99.98% state preparation fidelity and 99.5% two-photon quantum interference visibility on the Omega chipset (February 2025).

Products: Omega chipset

Quantinuum

Trapped-ion quantum computing company formed from Honeywell Quantum Solutions and Cambridge Quantum, reporting the field's highest gate fidelities.

Original record and source trail

Confidence (seed): medium · 2026-09-15

H-Series delivers 99.99%+ single-qubit gate fidelities; H2 achieved a quantum volume of 2^25 in September 2025.

Products: H1, H2, Helios, InQuanto, Quantum Origin

Rigetti Computing

Publicly traded superconducting quantum computing company pursuing a modular chiplet architecture.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Ankaa-3 features 84 qubits with 99.5% two-qubit gate fidelity; entered a $100m+ five-year collaboration with Quanta Computer in 2025.

Products: Ankaa-3, Cepheus-1-36Q, Quantum Cloud Services

QuEra Computing

Neutral-atom quantum computing company whose academic collaborators have demonstrated fault-tolerant architectures with up to 96 logical qubits.

Original record and source trail

Confidence (seed): low · 2026-09-15

Aquila offers 256 qubits; partner academic groups demonstrated fault-tolerant architectures with up to 96 logical qubits.

Products: Aquila, Gemini

D-Wave Quantum

Quantum annealing company targeting optimisation workloads rather than universal gate-model computation.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Advantage2 features more than 4,400 qubits for optimisation problems - a qubit count not comparable to gate-model systems.

Products: Advantage2, Leap cloud service

China National IC Industry Investment Fund Phase III ('Big Fund III')

China's third-generation national semiconductor investment fund, the principal state vehicle for domestic fab, memory and equipment investment.

Original record and source trail

Confidence (seed): low · 2026-09-15

Cited as a funder of CXMT's Hefei, Shanghai and Beijing memory expansion. Disclosure is minimal and all deployment figures are third-party estimates.

Products:

US Bureau of Industry and Security (BIS)

The US Department of Commerce agency that administers the Export Administration Regulations, including advanced-computing controls on AI semiconductors.

Original record and source trail

Confidence (seed): high · 2026-09-15

Effective 15 January 2026, moved advanced computing commodities to China and Macau from presumption of denial to case-by-case review, conditioned on independent US-headquartered lab certification per shipment, end-use certification, KYC, and an aggregate cap of 50% of US-destined TPP. Reexports and in-country transfers remain presumption of denial.

Products: Entity List, Export Administration Regulations, advanced computing ECCN 3A090 controls

Office of the United States Trade Representative / US Department of Commerce (Section 232)

Joint administrators of the Section 232 national-security investigation into semiconductor imports, which produced the 25% advanced-semiconductor tariff.

Original record and source trail

Confidence (seed): high · 2026-09-15

The Section 232 report went to the President on 22 December 2025; a 25% tariff took effect 15 January 2026 on narrow performance bands within HTS 8471.50, 8471.80 and 8473.30, with broad end-use exemptions. A status update on negotiations was due 14 April 2026; Phase 2 tariffs on additional semiconductors and manufacturing equipment remain possible but were not in force as of 15 September 2026.

Products: Section 232 semiconductor proclamation, HTS 9903.79 tariff headings

Japan Ministry of Economy, Trade and Industry (METI)

Japan's industrial ministry and the principal funder of Rapidus and of Japanese semiconductor reshoring including TSMC's Kumamoto investment.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Primary public funder behind Rapidus's 2nm pilot line and 2027 mass-production target.

Products: semiconductor subsidy programmes, Rapidus funding

SEMI

The global industry association for electronics manufacturing and design supply chains, and the authoritative publisher of semiconductor equipment billings statistics (WWSEMS).

Original record and source trail

Confidence (seed): high · 2026-09-15

Reported Q2 2026 global equipment billings of $40.53bn, up 23% year on year (3 Sep 2026). Its December 2025 forecast of $145bn for 2026 now looks materially low against its own quarterly actuals.

Products: Worldwide Semiconductor Equipment Market Statistics, SEMICON conferences, SEMI standards

WSTS (World Semiconductor Trade Statistics)

The industry-run body that compiles global semiconductor billings by product category and region from member company submissions, and the reference series for semiconductor market size.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Remains the reference series for semiconductor market size; full detail is member-restricted, with only headline forecasts published freely.

Products: monthly billings data, semi-annual forecast

imec

The world's leading independent nanoelectronics research institute, hosting pre-competitive process development with every major equipment and chip maker as a partner.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Central to High NA EUV and post-2nm process development and a partner in Rapidus's 2nm programme.

Products: process R&D programmes, pilot line, High NA EUV research

C.C. Wei

Chairman and Chief Executive Officer of TSMC, the individual whose capacity allocation and capex decisions most directly determine global AI compute supply.

Original record and source trail

Confidence (seed): high · 2026-09-15

Led the July 2026 decision to raise 2026 capex to $60-64bn and 2026 revenue growth guidance to above 40%.

Products:

Jensen Huang

Founder and CEO of NVIDIA. Stated on the Q2 FY2027 results that 'the AI infrastructure buildout is at full steam' and that Vera Rubin 'was built to power exactly this moment'.

Original record and source trail

Confidence (seed): high · 2026-09-15

Oversaw the Vera Rubin full-production ramp and the decision to exclude China data-centre compute revenue from guidance (August 2026).

Products:

Lip-Bu Tan

Chief Executive Officer of Intel, who has publicly conditioned Intel's 14A node on securing external foundry customers.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Confirmed that without external foundry revenue Intel may slow or cancel 14A and subsequent nodes, with customer decisions expected from H2 2026 into H1 2027.

Products:

Hock Tan

President and CEO of Broadcom, the company whose custom XPU business is the principal measurable challenge to merchant GPU dominance.

Original record and source trail

Confidence (seed): high · 2026-09-15

Guided FQ4 2026 AI semiconductor revenue to $21.7bn on 2 September 2026, up 236% year on year.

Products:

Sanjay Mehrotra

President and CEO of Micron Technology, leading the only US-headquartered DRAM manufacturer through the 2026 memory supercycle.

Original record and source trail

Confidence (seed): high · 2026-09-15

Presided over Micron's fiscal Q3 2026 result of $41.5bn revenue at an 84.9% gross margin and set fiscal 2026 capex at approximately $27bn.

Products:

Ajit Manocha

President and CEO of SEMI, the global electronics manufacturing supply chain association.

Original record and source trail

Confidence (seed): high · 2026-09-15

Attributed Q2 2026's 23% year-on-year equipment billings growth to accelerating demand for AI capacity and the global buildout of AI computing infrastructure (3 September 2026).

Products:

Palo Alto Networks

The largest pure-play cybersecurity vendor by revenue, pursuing an explicit platform-consolidation strategy across network, cloud, security operations and, since February 2026, identity.

Original record and source trail

Confidence (seed): high · 2026-09-15

FY2026 (ended 2026-07-31) revenue $11.48bn; Q4 NGS ARR $9.10bn up 63%; RPO $21.2bn; FY2027 revenue guidance $14.10-14.20bn; stated $20bn FY2030 NGS ARR target. Completed CyberArk (2026-02-11), Koi (2026-04-14), Portkey (2026-05-29); announced Console (2026-09-01). Launched Idira (2026-05-12) and Prisma AIRS 3.0 (2026-03-23).

Products: Strata network security, Prisma Cloud / Prisma AIRS, Cortex XSIAM, Idira identity platform, CyberArk PAM

CrowdStrike Holdings

Cloud-delivered endpoint and XDR vendor whose module-attach disclosures are the sector's clearest public evidence of platform consolidation inside customer estates.

Original record and source trail

Confidence (seed): high · 2026-09-15

Quarter ended 2026-07-31: ARR $5.84bn (+25%), record net new ARR $333m (+51%), revenue $1.47bn (+26%), Falcon Flex ARR $2.29bn (+101%). 51% / 35% / 26% of subscription customers on six / seven / eight or more modules. FY2027 ending ARR guidance $6.603-6.612bn.

Products: Falcon platform, Falcon Flex, Charlotte AI, Falcon Next-Gen SIEM, Falcon Identity Protection

Microsoft (Security)

The largest security vendor by revenue when bundled licensing is counted, and the default identity provider for most enterprises through Entra ID, which makes it simultaneously the sector's largest supplier and one of its largest concentrated risks.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Entra tenant and token compromise featured repeatedly in 2026 incident reporting: Anthropic's September 2026 report documents 2,100+ Azure AD tokens dumped across 40+ tenants in roughly 34 hours in a single campaign. Microsoft does not disclose a standalone security revenue line in current reporting, so its share is estimated rather than measured.

Products: Microsoft Entra ID, Microsoft Defender XDR, Microsoft Sentinel, Microsoft Purview, Security Copilot

Alphabet / Google Cloud Security

Combines Mandiant incident response, Google Threat Intelligence Group and — following the $32bn Wiz agreement announced in March 2025 — cloud security posture management, making it the principal challenger to Palo Alto and Microsoft in consolidated security.

Original record and source trail

Confidence (seed): medium · 2026-09-15

The $32bn Wiz acquisition is the largest single transaction in cybersecurity history and accounts for a third of the ~$96bn of 2025 sector M&A. Deal status and integration milestones as of this research date were not independently verified within this research window.

Products: Google Security Operations, Mandiant Consulting, Google Threat Intelligence, Wiz CNAPP, Chrome Enterprise

CyberArk

The privileged access management incumbent, acquired by Palo Alto Networks in a cash-and-stock transaction that closed 11 February 2026 — the deal that made identity the organising principle of platform consolidation.

Original record and source trail

Confidence (seed): high · 2026-09-15

Acquisition closed 2026-02-11. Palo Alto announced a secondary Tel Aviv listing under the CYBR ticker in connection with the deal.

Products: Privileged Access Manager, Secrets Hub, Conjur, Workforce Identity

Okta

Independent identity provider for workforce and customer identity, now competing directly with a Palo Alto/CyberArk combination and with Microsoft Entra on agent and machine identity.

Original record and source trail

Confidence (seed): low · 2026-09-15

Extended its identity security fabric to non-human identities for an agentic AI future (announced April 2025). Current-quarter financial detail could not be retrieved from Okta's investor site within this research window and is recorded as unverified.

Products: Okta Workforce Identity Cloud, Auth0, Okta Identity Governance, Okta Privileged Access

Zscaler

Cloud-native secure access vendor and the principal best-of-breed counterweight to network-security consolidation.

Original record and source trail

Confidence (seed): low · 2026-09-15

Current FY2026 financial detail not independently verified within this research window; recorded as unverified rather than estimated.

Products: Zero Trust Exchange, Zscaler Internet Access, Zscaler Private Access, Zscaler Data Protection

Cloudflare

CDN and network-security provider whose Radar telemetry is the only continuously published, independent-of-survey measure of post-quantum cryptography deployment on the open internet.

Original record and source trail

Confidence (seed): high · 2026-09-15

Reported on 2026-06-23 that over two-thirds of browser-originated traffic to its network was protected with post-quantum encryption, and published implementation guidance following EO 14412.

Products: Cloudflare One, WAF and DDoS mitigation, Zero Trust, Cloudflare Radar, Post-quantum TLS (X25519MLKEM768)

Chainalysis

Blockchain analytics firm whose annual Crypto Crime Report is the most-cited measurement of ransomware payment flows, with the caveat that it measures only attributable on-chain payments and revises prior years upward.

Original record and source trail

Confidence (seed): high · 2026-09-15

2026 Crypto Crime Report (2026-02-26): $820m in 2025 ransomware payments, down 8%; payment rate possibly an all-time low of 28%; median payment $59,556, up 368%.

Products: Reactor, Chainalysis KYT, Crypto Crime Report

Marsh McLennan

The largest insurance broker and publisher of the quarterly Global Insurance Market Index, the sector's cleanest public price signal for cyber risk transfer.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026 index (2026-07-23): cyber rates down 4% globally, twelfth consecutive quarterly decline; US down 2%, IMEA down 14%, LAC down 10%; overall commercial rates down 6%.

Products: Cyber risk placement, Cyber Quantified modelling, Global Insurance Market Index

Cyera

Data security posture management vendor positioned around discovering and classifying data used by AI systems; the largest-funded startup in the agentic-AI security cohort.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Series F January 2026. Category leader in the 'securing AI' spend line Gartner models at $15.6bn in 2025 rising to $37.6bn by 2030.

Products: Cyera Data Security Platform, DSPM for AI

Torq

Agentic security automation ('hyperautomation') platform marketed as replacing Tier-1 SOC triage work.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Series D January 2026. Representative of a category with substantial capital and no independent efficacy measurement — see T-04-19.

Products: Torq HyperSOC, Torq Socrates agent

Noma Security

Secures the AI and machine-learning lifecycle from data pipeline through model deployment to agent runtime.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Series B July 2025; positioned against the OWASP agentic threat taxonomy.

Products: AI lifecycle security platform, AI agent runtime protection

WitnessAI

Enterprise AI observability and guardrail layer intended to enforce policy on employee and agent use of models, including shadow AI detection.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Series B January 2026. Addresses the shadow-AI surface the DBIR measured rising from 15% to 45% of organisations in a year.

Products: WitnessAI Secure AI Enablement Platform

Oasis Security

Non-human identity management platform for discovering, governing and rotating service accounts, API keys and agent credentials.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Series B March 2026, one of six security rounds totalling $392m announced in a seventeen-day window around RSAC 2026.

Products: Oasis NHI Management Platform

GitGuardian

Secrets detection and remediation platform, notable as one of the few European-headquartered security scale-ups, expanding into non-human identity and AI agent credential security.

Original record and source trail

Confidence (seed): high · 2026-09-15

February 2026 round explicitly targeted at non-human identity and AI agent security, directly on the T-04-11 thesis that API keys have become primary loot.

Products: Secrets Detection, Honeytoken, NHI Governance

XBOW

Autonomous penetration-testing startup applying AI agents to offensive security, notable for topping public bug-bounty leaderboards with an autonomous system.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Series C March 2026. The defensive mirror of the autonomous vulnerability research documented in Anthropic's September 2026 threat report.

Products: XBOW autonomous pentester

Operant AI

Runtime security for AI applications and MCP servers; one of only four startups with disclosed funding specifically addressing the MCP attack surface.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Part of a cohort with roughly $40m of total disclosed MCP-security funding against a surface CSA describes as including an estimated 200,000 vulnerable instances — the sector's sharpest capital-allocation mismatch.

Products: Operant 3D Runtime Defense, MCP Gatekeeper

Socure

Digital identity verification and fraud prevention platform serving financial services and government, at the boundary between cybersecurity and fraud/abuse.

Original record and source trail

Confidence (seed): medium · 2026-09-15

August 2026 round and Fravity acquisition, against an FBI-reported $20.877bn of US cybercrime losses in 2025, of which investment fraud was $8.648bn.

Products: Sigma Identity Fraud, Document Verification, Sigma Synthetic Fraud

Cyberstarts

Seed fund focused exclusively on Israeli cybersecurity founders, with an unusually high hit rate including Wiz, and a design-partner model that recruits CISOs as early customers.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Backer of Oasis Security among the 2026 cohort. Israel remains the second centre of gravity for security company formation after the US.

Products: Seed and Series A cybersecurity investment

Ten Eleven Ventures

One of the few venture firms investing exclusively in cybersecurity across stages, from seed to growth.

Original record and source trail

Confidence (seed): low · 2026-09-15

Active across the 2025-26 AI-security cohort. Sector funding context: >70% of Q2 2026 global VC went to AI-focused companies, which concentrates security capital into AI-adjacent categories.

Products: Cybersecurity venture and growth investment

Insight Partners

Growth investor with one of the largest cybersecurity portfolios; itself disclosed a breach of its internal systems in January 2025, an instructive case of the investor layer as an attack surface.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Investor in Torq's January 2026 Series D among many security positions.

Products: Growth equity and buyout

Cybersecurity and Infrastructure Security Agency (CISA)

The US civilian cyber defence agency: publisher of joint advisories and the Known Exploited Vulnerabilities catalogue, and the designated recipient of CIRCIA incident reports.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Workforce fell from roughly 3,200 to roughly 2,200 through 2025 buyouts and the DHS Workforce Transition Program; field cybersecurity advisers fell from about 164 to 97. CIRCIA's final rule slipped to an expected autumn 2026, covering 16 sectors and roughly 300,000 entities.

Products: KEV catalogue, Joint cybersecurity advisories, Binding Operational Directives, Free vulnerability scanning for critical infrastructure

ENISA (European Union Agency for Cybersecurity)

The EU's cybersecurity agency: publisher of the annual Threat Landscape, operator of the European Vulnerability Database, co-recipient of CRA vulnerability notifications, and organiser of the biennial Cyber Europe exercise.

Original record and source trail

Confidence (seed): high · 2026-09-15

Ran Cyber Europe 2026 (10-11 June 2026) with over 5,000 participants, simulating coordinated attacks on EU rail and maritime infrastructure and testing the EU Cybersecurity Reserve operationally for the first time. Receives CRA notifications alongside national CSIRTs from 2026-09-11.

Products: ENISA Threat Landscape, European Vulnerability Database (EUVD), EU Cybersecurity Certification schemes, Cyber Europe exercises

European Commission, DG CNECT

Owns NIS2, the Cyber Resilience Act and the Cyber Solidarity Act, and brings infringement proceedings against member states that fail to transpose.

Original record and source trail

Confidence (seed): high · 2026-09-15

Referred Ireland, Spain, France and the Netherlands to the Court of Justice on 2026-07-08 over NIS2 transposition, seeking lump sums plus daily penalties. CRA manufacturer reporting obligations took effect 2026-09-11.

Products: NIS2 Directive, Cyber Resilience Act, CRA Single Reporting Platform, Cyber Solidarity Act

US Securities and Exchange Commission

Administers the cybersecurity risk management, strategy, governance and incident disclosure rule, including Form 8-K Item 1.05 — currently the subject of a pending petition to rescind.

Original record and source trail

Confidence (seed): high · 2026-09-15

Petition 4-856, filed 2025-05-22, asks the Commission to rescind Item 1.05 and the corresponding Form 6-K requirement. Over the rule's first two years, 29 issuers filed under Item 1.05 against 50 under voluntary Item 8.01.

Products: Form 8-K Item 1.05, Regulation S-K Item 106, EDGAR full-text search

Office of the National Cyber Director (ONCD)

Executive Office of the President unit responsible for national cyber strategy, including implementation of the post-quantum migration executive order and the push for long-term reauthorisation of the Cybersecurity Information Sharing Act.

Original record and source trail

Confidence (seed): high · 2026-09-15

Cairncross stated in May 2026 that the administration is pushing for long-term reauthorisation of CISA 2015, which lapsed during the 43-day shutdown in late 2025 and has since run on short extensions. ONCD co-leads PQC migration under the June 2026 executive order.

Products: National Cybersecurity Strategy, PQC migration coordination with OMB

NIST (National Institute of Standards and Technology)

Publisher of the post-quantum cryptography standards (FIPS 203 ML-KEM, FIPS 204 ML-DSA, FIPS 205 SLH-DSA), the Cybersecurity Framework and SP 800-series controls that underpin most global compliance regimes.

Original record and source trail

Confidence (seed): high · 2026-09-15

Its standards are the named targets of EO 14412's 2030 and 2031 federal deadlines. As of early 2026 no HSM vendor had completed a FIPS 140-3 Level 3 validation including PQC algorithms, a gating constraint on migration.

Products: FIPS 203/204/205, NIST Cybersecurity Framework 2.0, SP 800-171, NCCoE migration-to-PQC project

FBI Internet Crime Complaint Center (IC3)

Collects and publishes US cybercrime complaint and loss data, the only long-running non-vendor dollar-loss series for fraud and abuse.

Original record and source trail

Confidence (seed): high · 2026-09-15

2025 report: 1,008,597 complaints and $20.877bn in reported losses, up 26% year on year; investment fraud $8.648bn, BEC $3.046bn; 22,364 AI-related complaints totalling $893.3m; complainants aged 60+ lost $7.7bn.

Products: Annual Internet Crime Report, Public Service Announcements, Recovery Asset Team

Japan NISC / Cabinet Cyber Office

Japan's national cyber coordination body, implementing the Active Cyber Defense law enacted 16 May 2025 which phases in through 2027 and grants the state access to cross-border communications data and pre-emptive powers.

Original record and source trail

Confidence (seed): medium · 2026-09-15

ACD law covers 15 critical infrastructure sectors, telecommunications providers and IT vendors, with incident reporting to ministries and the Prime Minister's Office and an Oversight Committee approving access to communications data. Full effect by 2027.

Products: Active Cyber Defense framework, Council on Information Sharing and Countermeasures, Critical infrastructure incident reporting

OWASP GenAI Security Project

Volunteer working group producing the de facto taxonomy for LLM and agentic AI security, including the Top 10 for Agentic Applications and the State of Agentic AI Security and Governance report.

Original record and source trail

Confidence (seed): high · 2026-09-15

v2.01 (2026) tracked 53 agentic projects and 42 regulatory instruments across 10 jurisdictions; identified prompt injection as mapping to six of ten agentic Top 10 categories and as the dominant cause of production agentic failures.

Products: OWASP Top 10 for LLM Applications, Top 10 for Agentic Applications, State of AI Surveyor

Cloud Security Alliance

Industry consortium publishing cloud and AI security guidance; its AI Safety Initiative produced the most detailed public account of the MCP attack surface.

Original record and source trail

Confidence (seed): high · 2026-09-15

2026-05-04 research note documented MCP STDIO command injection across all official SDKs, tool poisoning, rug-pull and cross-server shadowing, with named CVEs and an estimated 200,000 vulnerable instances.

Products: CSA STAR registry, Cloud Controls Matrix, AI Safety Initiative research notes

Identity Theft Resource Center (ITRC)

US nonprofit that maintains the longest-running independent public register of reported US data compromises and victim notice volumes.

Original record and source trail

Confidence (seed): high · 2026-09-15

H1 2026 report (2026-07-22): 1,803 compromises and 471.2m victim notices; Instructure Canvas alone 275m notices; 21 insider-wrongdoing events against three in all of 2025; only 24% of notices disclosed an attack vector, a record low.

Products: Annual and half-year Data Breach Reports, notified breach database, victim assistance

ISC2

Certification body (CISSP, CCSP) and publisher of the annual Cybersecurity Workforce Study, whose 'workforce gap' figures are modelled estimates with a direct commercial interest attached.

Original record and source trail

Confidence (seed): medium · 2026-09-15

2025 study (2025-12-04) found budget and staffing constraints persisting without worsening while AI adoption reshaped skill requirements and entry-level pathways.

Products: CISSP, CCSP, Cybersecurity Workforce Study

Anthropic (Threat Intelligence)

Frontier AI lab whose threat intelligence team publishes the most detailed public accounts of AI-enabled intrusion campaigns observed on its own platform — valuable primary observation, structurally limited to one provider's visibility.

Original record and source trail

Confidence (seed): medium · 2026-09-15

September 2026 report covering December 2025 to August 2026 documented autonomous agent fleets in espionage operations, 2,100+ Azure tokens exfiltrated in 34 hours, ~30 AI companies attacked in four days, and API keys emerging as primary loot. No independent verification had been published as of this research date.

Products: Claude model family, Threat intelligence reports, Usage policy enforcement

Nikesh Arora

Chairman and CEO of Palo Alto Networks since 2018 and the principal architect of the platform-consolidation thesis in enterprise security.

Original record and source trail

Confidence (seed): high · 2026-09-15

Closed the CyberArk acquisition (2026-02-11) framing it as 'the end of identity silos'; on the FY2026 results call (2026-09-01) reiterated a $20bn FY2030 NGS ARR target against $9.10bn today.

Products:

George Kurtz

Co-founder, President and CEO of CrowdStrike; previously CTO of McAfee and founder of Foundstone.

Original record and source trail

Confidence (seed): high · 2026-09-15

Reported record net new ARR of $333m for the quarter ended 2026-07-31, with module-attach rates that are the sector's best public evidence of real consolidation inside customer estates.

Products:

Sean Cairncross

US National Cyber Director, responsible for national cyber strategy including post-quantum migration coordination and the reauthorisation of the Cybersecurity Information Sharing Act.

Original record and source trail

Confidence (seed): high · 2026-09-15

Stated in May 2026 that the administration is pushing for long-term reauthorisation of CISA 2015, which has run on short extensions since lapsing in the late-2025 shutdown.

Products:

Juhan Lepassaar

Executive Director of ENISA, leading EU threat landscape reporting, the European Vulnerability Database and the Cyber Europe exercise programme.

Original record and source trail

Confidence (seed): high · 2026-09-15

Led Cyber Europe 2026 (June 2026), stating that 'cyber dependencies across Europe's critical infrastructure is our operational reality'; ENISA became a co-recipient of CRA vulnerability notifications from 2026-09-11.

Products:

PJM Interconnection

The largest regional transmission organisation in North America, coordinating wholesale electricity across 13 states and DC. Its load forecast and annual capacity auction are the two most consequential scheduled events in US power markets.

Original record and source trail

Confidence (seed): high · 2026-09-15

January 2026: trimmed near-term load forecast by ~4 GW for 2027 and 4.4 GW for 2028 while raising long-term summer growth to 3.6%/yr to 222 GW by 2036. July 2026: 2028/29 capacity auction cleared at the $325/MW-day cap and fell 6,831 MW short of its reliability requirement, the first RTO-wide shortfall in its history.

Products: Base Residual Auction, Reliability Pricing Model, Long-Term Load Forecast, Generator interconnection process

Electric Reliability Council of Texas (ERCOT)

Operates the electric grid serving roughly 90% of Texas load, uniquely isolated from the other US interconnections. The only US market publishing a granular large-load interconnection queue.

Original record and source trail

Confidence (seed): high · 2026-09-15

April 2026: published a preliminary 2026-2032 forecast reaching 367,790 MW by 2032 against an 85,508 MW all-time actual peak, while stating it expects the projection to exceed actual growth. August 2026: suspended the Batch Zero large-load study process following a gubernatorial directive, with ~474 GW of requests pending, roughly 90% data centres.

Products: Large Load Interconnection Queue, Long-Term Load Forecast, Nodal wholesale market

Midcontinent Independent System Operator (MISO)

RTO covering 15 US states and Manitoba, operating a seasonal capacity construct that differs materially from PJM's annual auction. Serves as the essential control case for claims about national capacity scarcity.

Original record and source trail

Confidence (seed): high · 2026-09-15

April 2026: 2026/27 Planning Resource Auction annualised prices fell 42% to a $116-126/MW-day range as 141 GW was offered, up 3.4%, with reserves 3.5 points above the reliability target — the opposite direction to PJM in the same year.

Products: Planning Resource Auction, Expedited Resource Addition Study, Seasonal capacity construct

North American Electric Reliability Corporation (NERC)

The FERC-certified Electric Reliability Organization for North America, setting and enforcing mandatory reliability standards and publishing the sector's authoritative reliability assessments.

Original record and source trail

Confidence (seed): high · 2026-09-15

January 2026: 2026 LTRA projected a 224 GW ten-year summer peak increase, 69% above the prior year, and placed 13 of 23 assessment areas at elevated or high risk. May 2026: issued a Level 3 alert on data-centre load-loss events after 3.8 GW tripped offline in Northern Virginia on 22 July 2026.

Products: Long-Term Reliability Assessment, Summer and Winter Reliability Assessments, Level 1-3 Reliability Alerts, CIP and TPL standards

Federal Energy Regulatory Commission (FERC)

Independent federal agency regulating interstate transmission and wholesale electricity markets. In 2025-26 it became the central venue for deciding how large loads and co-located generation connect to the grid.

Original record and source trail

Confidence (seed): high · 2026-09-15

December 2025: found PJM's tariff unjust and unreasonable on co-location and directed four transmission service options. June 2026: issued Section 206 show-cause orders to all six RTOs requiring large-load interconnection rules, cost transparency, co-location rules and a flexible-load service class within 60 days.

Products: Docket RM26-4 large-load interconnection, Docket EL25-49 PJM co-location, Section 206 show-cause orders, Order 2023 interconnection reform

U.S. Energy Information Administration (EIA)

The statistical and analytical agency within the Department of Energy, independent of policy offices by statute. Publisher of the Short-Term Energy Outlook and the Electric Power Monthly.

Original record and source trail

Confidence (seed): high · 2026-09-15

September 2026 STEO: forecast US electricity sales of 4,135 BkWh in 2026 and 4,211 BkWh in 2027, Henry Hub at $3.43/MMBtu in 2026, Brent at $91/bbl in 2026 falling to $74 in 2027, and generation shares of 40% gas, 18% nuclear, 16% coal, 11% wind and 8% solar.

Products: Short-Term Energy Outlook, Annual Energy Outlook, Electric Power Monthly, Form EIA-860M, Open Data API

U.S. Department of Energy — Office of Nuclear Energy and Loan Programs Office

Federal department directing US nuclear expansion policy and deploying loan authority to finance restarts, uprates and advanced reactors. Also the issuer of Section 202(c) emergency orders.

Original record and source trail

Confidence (seed): high · 2026-09-15

March 2026: launched UPRISE targeting 2.5 GW of added nuclear capacity by 2027 and 5 GW by 2029. January 2026: awarded $2.7 billion for domestic uranium enrichment. September 2026: the DC Circuit vacated its Section 202(c) order for the J.H. Campbell plant.

Products: UPRISE initiative, Loan Programs Office financing, Reactor Pilot Program, Section 202(c) emergency orders, DOME microreactor test bed

U.S. Nuclear Regulatory Commission (NRC)

Independent regulator licensing and overseeing US commercial nuclear facilities. Its docket milestones are the only reliable way to distinguish a real reactor project from an announcement.

Original record and source trail

Confidence (seed): high · 2026-09-15

March 2026: issued the first construction permit ever granted for a commercial non-light-water power reactor, to TerraPower for Natrium in Wyoming. Reviewing TVA's BWRX-300 application for Oak Ridge and Dow's Xe-100 application for Seadrift. Approved the licensing actions required for the Palisades restart.

Products: Construction permits, Operating licences, Design certifications, ADAMS document system

Public Utility Commission of Texas (PUCT)

Regulates ERCOT and Texas retail electric service. Implemented Senate Bill 6, the first comprehensive US statute governing large-load interconnection and co-located generation.

Original record and source trail

Confidence (seed): high · 2026-09-15

July 2026: in Docket 59220 (FGE Goodnight / Ensign Infrastructure, a 260 MW data centre behind a 265.5 MW wind facility) held that emergency curtailment obligations are not capped by the paired generator's capacity, requiring full disconnection within 30 minutes without compensation.

Products: Senate Bill 6 implementation rules, Large-load curtailment standards, Net metering determinations

Public Utilities Commission of Ohio (PUCO)

State regulator that approved the first landmark US data-centre tariff, creating the template other states have followed.

Original record and source trail

Confidence (seed): high · 2026-09-15

July 2025: approved AEP Ohio's data-centre tariff requiring customers above 25 MW to pay for a minimum 85% of subscribed usage on contracts up to 12 years with exit fees and collateral. Ohio House legislation in 2026 would extend the model statewide.

Products: AEP Ohio data-centre tariff, Rate case proceedings

Ofgem

Great Britain's energy regulator, setting the quarterly default tariff cap that governs retail prices for most households and publishing its decomposition into wholesale, network and policy costs.

Original record and source trail

Confidence (seed): high · 2026-09-15

August 2026: announced a 4% rise in the energy price cap to £1,723/year for a typical dual-fuel direct debit household effective 1 October 2026, attributing the increase to higher wholesale gas prices from the ongoing Middle East conflict, with gas bills up 8% and electricity broadly stable after VAT removal.

Products: Default tariff cap, RIIO network price controls, Supplier licensing

ENTSO-E

The European Network of Transmission System Operators for Electricity, representing 39 TSOs across 36 countries and operating the Transparency Platform, the best structured non-US power dataset available.

Original record and source trail

Confidence (seed): high · 2026-09-15

March 2026: published its expert panel final report on the 28 April 2025 Iberian blackout, attributing it to oscillations, gaps in voltage and reactive power control, differing voltage regulation practices and rapid generator disconnections, and finding the remedies already technologically deployable.

Products: Transparency Platform, Ten-Year Network Development Plan, Expert panel incident investigations

International Energy Agency (IEA)

Intergovernmental organisation producing the principal global electricity, oil and energy-technology outlooks used by governments and investors.

Original record and source trail

Confidence (seed): high · 2026-09-15

March 2026: Electricity 2026 forecast 3.6% average annual global electricity demand growth to 2030 after 3% in 2025, attributed around half of US demand growth to data centres, and projected renewables plus nuclear to reach roughly half of global generation by 2030.

Products: Electricity 2026, Oil Market Report, Energy and AI, World Energy Outlook

GE Vernova

Energy equipment and services company spun out of General Electric in 2024, comprising Power, Wind and Electrification segments. The largest single supplier of heavy-duty gas turbines to the US market.

Original record and source trail

Confidence (seed): high · 2026-09-15

July 2026: reported Q2 orders of $24.2 billion (up 88% organically), backlog of $176 billion, revenue of $11.1 billion, and gas slot reservation agreements up from 100 GW to 116 GW with a 125 GW year-end target. Raised 2026 free cash flow guidance to $11.5-12.5 billion from $6.5-7.5 billion.

Products: 7HA and 9HA gas turbines, Steam turbines, Grid solutions and HVDC, Onshore and offshore wind turbines, BWRX-300 via GE Hitachi

Siemens Energy

One of three global suppliers of large-frame gas turbines and a major manufacturer of transformers, HVDC systems and grid technology, with Siemens Gamesa as its wind subsidiary.

Original record and source trail

Confidence (seed): high · 2026-09-15

Announced $150 million of transformer manufacturing expansion in Charlotte, North Carolina as part of roughly $1.8 billion of announced North American grid-equipment capacity additions. Gas turbine order book reported effectively committed through the end of the decade alongside GE Vernova and Mitsubishi.

Products: SGT6-9000HL gas turbines, Power transformers, HVDC transmission systems, Grid stabilisation equipment

Hitachi Energy

The largest global supplier of power transformers and HVDC systems, formed from Hitachi's acquisition of ABB Power Grids. A central chokepoint in the grid equipment supply chain.

Original record and source trail

Confidence (seed): high · 2026-09-15

Announced more than $1 billion of continental North American manufacturing investment as part of roughly $1.8 billion of announced industry capacity expansion, against power transformer lead times of 128 weeks and GSU lead times of 144 weeks.

Products: Large power transformers, HVDC Light and classic converters, Grid automation, Generator step-up transformers

Constellation Energy

The largest US operator of carbon-free generation by output, principally nuclear, and the leading counterparty for hyperscaler clean-power contracts.

Original record and source trail

Confidence (seed): high · 2026-09-15

Closed a $1 billion DOE loan in November 2025 for the Crane Clean Energy Center restart (835 MW, former Three Mile Island Unit 1), targeting 2027. Its Eddystone units were among the plants held open by DOE Section 202(c) emergency orders, with $4.8 million of compliance spending reported.

Products: Crane Clean Energy Center, Nuclear PPAs, Retail energy supply, Eddystone generating station

Holtec International

Privately held nuclear technology company executing the first-ever restart of a US commercial reactor that had entered decommissioning, and developing the SMR-300 design.

Original record and source trail

Confidence (seed): high · 2026-09-15

Targeting a 2026 restart of the 800 MW Palisades plant in Michigan, supported by a DOE loan of up to $1.52 billion with six disbursements approved. NRC approved the major licensing actions required.

Products: Palisades Nuclear Plant restart, SMR-300, Spent fuel storage systems

Westinghouse Electric Company

Designer of the AP1000 pressurised water reactor, the only Generation III+ large reactor built in the US this century, jointly owned by Cameco and Brookfield.

Original record and source trail

Confidence (seed): high · 2026-09-15

October 2025: announced an $80 billion partnership with the US government, Cameco and Brookfield to deploy an AP1000 fleet with profit-sharing, projected to create more than 100,000 construction jobs. Filed to update the AP1000 design certification making the Vogtle expansion the US reference plant.

Products: AP1000 reactor, AP300 SMR, Nuclear fuel and services

American Electric Power (AEP)

One of the largest US electric utilities by transmission miles, serving 11 states. Its Ohio subsidiary set the national template for data-centre tariffs.

Original record and source trail

Confidence (seed): high · 2026-09-15

July 2025: PUCO approved its data-centre tariff requiring 85% minimum take on contracts up to 12 years for loads above 25 MW. February 2026: halved its data-centre load forecast, which Ohio manufacturers argued remained inflated.

Products: AEP Ohio data-centre tariff, Regulated transmission and distribution, Transmission development

Dominion Energy

Serves Northern Virginia, the world's densest concentration of data-centre load, and is developing the 2.6 GW Coastal Virginia Offshore Wind project. Host utility for Commonwealth Fusion Systems' planned ARC plant.

Original record and source trail

Confidence (seed): high · 2026-09-15

Its Northern Virginia territory was the site of the 22 July 2026 event in which 3.8 GW of data-centre load tripped offline, the largest such event in PJM history. Providing land at Chesterfield County for CFS's planned 400 MW ARC fusion plant. CVOW resumed construction after a January 2026 court ruling.

Products: Regulated generation and T&D, Coastal Virginia Offshore Wind, Data-centre interconnection service

Exelon Corporation

The largest US utility by customer count, operating regulated T&D businesses including ComEd, PECO, BGE and Pepco across the Mid-Atlantic and Midwest.

Original record and source trail

Confidence (seed): high · 2026-09-15

Disclosed a 65 GW data-centre pipeline through 2040 while stating publicly that only 22% of it is likely to materialise — among the most candid utility statements on queue speculation. Its ComEd zone would have cleared at $777/MW-day in the 2028/29 PJM auction absent the price collar.

Products: Regulated transmission and distribution, Large-load interconnection service

Talen Energy

Merchant generator whose Susquehanna nuclear station hosts the co-location arrangement with Amazon Web Services that triggered FERC's entire 2025-26 co-location rule-making.

Original record and source trail

Confidence (seed): high · 2026-09-15

Its amended interconnection service agreement for AWS co-location at Susquehanna, rejected by FERC in November 2024, is the origin of Docket EL25-49 and the December 2025 order directing PJM to create co-location service classes.

Products: Susquehanna Steam Electric Station, Co-located load service, Merchant generation portfolio

NextEra Energy

The largest US developer and owner of wind and solar generation, alongside Florida Power & Light. The most exposed major developer to the 2026 tax credit withdrawal.

Original record and source trail

Confidence (seed): high · 2026-09-15

Developing the ~600 MW Duane Arnold restart in Iowa at roughly $1.6 billion project cost, targeting 2029 with a Google power purchase agreement. Navigating the 4 July 2026 beginning-of-construction deadline and the four-year placed-in-service limit on safe-harboured projects.

Products: Utility-scale solar and wind, Battery storage, Florida Power & Light regulated service, Duane Arnold nuclear restart

Fervo Energy

Enhanced geothermal developer applying horizontal drilling and multi-stage stimulation techniques from shale to geothermal reservoirs. The first company to secure non-recourse project finance for a first-of-a-kind geothermal plant.

Original record and source trail

Confidence (seed): high · 2026-09-15

March 2026: closed $421 million of non-recourse project financing for Cape Station in Utah with nine banks, targeting ~100 MW by early 2027 and 500 MW thereafter. September 2026: Google contracted 396 MW with an option for a further 600 MW through June 2030, for delivery in 2028.

Products: Cape Station, Enhanced geothermal systems, Firm clean power PPAs

Commonwealth Fusion Systems

The most heavily capitalised private fusion company, developing the SPARC demonstration tokamak using high-temperature superconducting magnets and a planned 400 MW ARC commercial plant in Virginia.

Original record and source trail

Confidence (seed): medium · 2026-09-15

July 2026: raised $1 billion taking total capital to $4 billion. SPARC reported about 80% complete with net energy gain targeted for 2027. ARC planned as a 400 MW plant on Dominion Energy land in Chesterfield County, Virginia for the early 2030s, selling into PJM, with Google and ENI contracted for clean energy credits.

Products: SPARC tokamak, ARC commercial plant, HTS magnets, Fall Line Fusion Power Station

TerraPower

Advanced reactor developer founded by Bill Gates, building the sodium-cooled Natrium reactor with integrated molten salt energy storage at Kemmerer, Wyoming.

Original record and source trail

Confidence (seed): medium · 2026-09-15

March 2026: received the first NRC construction permit ever issued for a commercial non-light-water power reactor. Broke ground in April 2026. This is the most advanced non-LWR project in the US and still years from generating electricity.

Products: Natrium reactor, Molten salt energy storage, HALEU fuel development

Bloom Energy

Manufacturer of natural-gas-fuelled solid-oxide fuel cells sold as on-site primary power, whose principal value proposition to data centres is deployment speed rather than cost or emissions.

Original record and source trail

Confidence (seed): low · 2026-09-15

September 2026: reported delivering power to an Oracle data centre 55 days from start. Q2 2026 revenue reported a little above $1 billion, up 166% year on year. Company-originated deployment claims should be treated as vendor claims pending customer or regulatory confirmation.

Products: Bloom Energy Server, On-site combined heat and power, Electrolysers

Brookfield Asset Management

Global alternative asset manager with one of the largest infrastructure portfolios in the world, co-owner of Westinghouse and an active investor in power assets serving AI demand.

Original record and source trail

Confidence (seed): high · 2026-09-15

October 2025: party to the announced $80 billion US government partnership with Westinghouse and Cameco for AP1000 deployment. Stated an expectation of doubling its critical-infrastructure investment over the next decade in support of AI infrastructure.

Products: Infrastructure funds, Renewable power platform, Westinghouse ownership stake

Monitoring Analytics

The independent market monitor for PJM, producing the State of the Market report — the only published analysis that decomposes wholesale cost increases by driver and load class.

Original record and source trail

Confidence (seed): high · 2026-09-15

August 2026: reported to PJM's Members Committee that data-centre load accounted for 9% of PJM wholesale costs through July 2026 ($10.48/MWh), that total wholesale costs rose 46% to $56.7 billion, and that data-centre growth added $29.4 billion of capacity revenues across four auctions.

Products: State of the Market Report for PJM, Market power analyses, Capacity market assessments

Lawrence Berkeley National Laboratory — Energy Markets & Planning

DOE national laboratory group producing the authoritative public dataset on US interconnection queues, generation costs and utility planning.

Original record and source trail

Confidence (seed): medium · 2026-09-15

June 2026: published Queued Up 2026, showing total US queue capacity down 10% to 2,061 GW with gas requests up 86% to 253 GW while solar, wind and storage each fell 16-19%, a median request-to-operation time above five years, and only 13% of 2000-2020 requested capacity reaching operation.

Products: Queued Up, Utility-Scale Solar, Land-Based Wind Market Report, Tracking the Sun

Nicholas Institute for Energy, Environment & Sustainability

Duke University research centre whose analysis of curtailment-enabled grid headroom became the quantitative basis for FERC's flexible-load service proposals.

Original record and source trail

Confidence (seed): high · 2026-09-15

Its finding that the existing US grid could accommodate roughly 100 GW of new load willing to curtail for a limited number of hours per year is now cited in support of FERC's proposal for 60-day interconnection studies for flexible large loads.

Products: Grid headroom analysis, Large-load flexibility research

Edison Electric Institute (EEI)

The trade association of US investor-owned electric utilities, serving approximately 250 million customers, and the source of the industry's aggregate capital expenditure data and its register of large customer tariffs.

Original record and source trail

Confidence (seed): high · 2026-09-15

May 2026: reported members plan $1.4 trillion of capital investment through 2030, up from a prior $1.1 trillion plan, with 2026 spending projected at $238.8 billion against $204.1 billion in 2025 — a 17% increase and a fourteenth consecutive record year.

Products: Industry capital expenditure survey, Large customer projects and tariffs list, Policy advocacy

Data Center Coalition

Trade association representing data-centre owners and operators in utility regulatory and state legislative proceedings on tariffs, interconnection and siting.

Original record and source trail

Confidence (seed): high · 2026-09-15

Opposed the PUCO-approved AEP Ohio data-centre tariff, calling it 'a stark departure from solutions enacted in other key data center markets'. Its members Microsoft, Amazon, Google and Meta filed a competing tariff proposal.

Products: Regulatory advocacy, State legislative engagement

Global Energy Monitor

Research organisation maintaining unit-level open datasets on global power infrastructure, with exceptional coverage of Chinese coal, wind and solar development.

Original record and source trail

Confidence (seed): high · 2026-09-15

August 2026: reported China curtailed 360 TWh of wind and solar in H1 2026, up 49% year on year and exceeding the entire increase in Chinese power demand over the period, alongside 30 GW of new coal commissioned (up 43%) against 2.7 GW retired and a 274 GW coal pipeline.

Products: Global Coal Plant Tracker, Global Solar Power Tracker, Global Wind Power Tracker

China National Energy Administration (NEA)

China's central energy policy and statistics authority, publishing the installed capacity and generation data that define roughly half of global electricity demand growth.

Original record and source trail

Confidence (seed): medium · 2026-09-15

September 2026: reported that China's installed solar generating capacity surpassed coal power capacity for the first time — a milestone in capacity terms that sits alongside a 3.4% year-on-year rebound in coal generation and record curtailment, illustrating the gap between installed capacity and delivered energy.

Products: Installed capacity statistics, Five-year energy plans, Renewable consumption targets

John Moura

Director of Reliability Assessments and Performance Analysis at NERC, responsible for the Long-Term Reliability Assessment and the sector's most cited reliability risk framing.

Original record and source trail

Confidence (seed): high · 2026-09-15

January 2026: on releasing the LTRA showing a 224 GW ten-year summer peak increase and 13 of 23 areas at elevated or high risk, stated 'The system is changing faster than the infrastructure needed to support it.'

Products:

Pablo Vegas

President and Chief Executive Officer of ERCOT, leading the operator through the largest large-load interconnection queue in the world and its August 2026 suspension.

Original record and source trail

Confidence (seed): high · 2026-09-15

April 2026: on releasing ERCOT's 2026-2032 forecast, stated 'Texas is experiencing exceptional growth and development, which is reshaping how large load demand is identified', while ERCOT simultaneously cautioned that the projection likely exceeds actual expected growth.

Products:

Drew Maloney

President and Chief Executive Officer of the Edison Electric Institute, the principal public voice for US investor-owned utilities on the capital programme required to serve load growth.

Original record and source trail

Confidence (seed): high · 2026-09-15

May 2026: announced EEI's finding that member utilities plan $1.4 trillion of investment through 2030, stating that 'America's electric companies work every day to get more steel in the ground and electrons on the grid.' Also quoted on the July 2026 PJM capacity auction result.

Products:

David Ulrey

Chief Financial Officer of Fervo Energy, who led the first non-recourse project financing secured for a first-of-a-kind enhanced geothermal plant.

Original record and source trail

Confidence (seed): high · 2026-09-15

March 2026: on closing $421 million of non-recourse debt for Cape Station with nine banks, noted that non-recourse financing 'has historically been considered out of reach for first-of-a-kind projects' — the clearest available statement of why the deal is a technology-risk milestone rather than a capital-raising one.

Products:

Eli Lilly and Company

The largest pharmaceutical company by market value as of 2026, driven by the tirzepatide franchise (Mounjaro, Zepbound) and the first oral small-molecule GLP-1, Foundayo (orforglipron).

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026 revenue rose 48% to almost $23bn, beating a $20.6bn consensus; full-year guidance raised to $85-87bn. Foundayo approved 2026-04-01 and launched 2026-04-09, recording $98m in Q2 2026. Committed $27bn of US manufacturing investment under the November 2025 MFN agreement. Verzenio was selected for Medicare negotiation cycle 3 on 2026-01-27.

Products: Mounjaro (tirzepatide), Zepbound (tirzepatide), Foundayo (orforglipron), Kisunla (donanemab), Verzenio (abemaciclib)

Novo Nordisk A/S

Danish pharmaceutical company and the originator of semaglutide, marketed as Ozempic, Rybelsus and Wegovy. It launched the first oral GLP-1 for weight management in January 2026 and is under simultaneous pressure from US price-setting, competitive loss to tirzepatide and ex-US patent expiry.

Original record and source trail

Confidence (seed): high · 2026-09-15

Shares fell 18% after a 2026 sales-dip warning in early 2026; full-year guidance revised to flat-to--6% by 2026-08-05 from an earlier -4% to -12% range. Oral Wegovy launched 2026-01-05, passed 2 million prescriptions by early May and recorded about $494m in Q2 2026, below consensus. CagriSema failed a head-to-head against tirzepatide in REIMAGINE 4. Canadian semaglutide data exclusivity expired 2026-01-04 after a patent lapsed in 2020 over an unpaid maintenance fee. Semaglutide is subject to a Medicare negotiated price effective 2027-01-01.

Products: Ozempic (semaglutide), Wegovy (semaglutide), oral Wegovy, Rybelsus (oral semaglutide), CagriSema, Awiqli (insulin icodec)

Sarepta Therapeutics

Developer of Elevidys, the first approved systemic AAV gene therapy for Duchenne muscular dystrophy, and of the exon-skipping antisense oligonucleotides Vyondys 53 and Amondys 45.

Original record and source trail

Confidence (seed): high · 2026-09-15

FDA imposed a Boxed Warning for serious liver injury and acute liver failure on 2025-11-14 and narrowed the Elevidys indication to ambulatory DMD patients aged 4 and older after two fatal cases in non-ambulatory paediatric males. Elevidys net sales were $110m in Q4 2025 and $898.7m for 2025, with 2026 forecast to fall below $500m. Vyondys 53 and Amondys 45 face loss of marketing authorisation after a confirmatory trial failure. FDA cleared a study of an immunosuppressive regimen intended to support reversing the label restriction.

Products: Elevidys (delandistrogene moxeparvovec), Exondys 51, Vyondys 53, Amondys 45

Vertex Pharmaceuticals

Cystic fibrosis franchise leader that co-developed Casgevy, the first approved CRISPR-based therapy, with CRISPR Therapeutics, and launched the non-opioid analgesic Journavx.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Casgevy infused 64 patients during 2025 including 30 in Q4, generating $116m of 2025 revenue, with 147 further patients having completed initial cell collection. Company guidance projects Casgevy and Journavx combined at about $500m in 2026, though the Casgevy-only component is not disclosed.

Products: Trikafta, Casgevy (exagamglogene autotemcel), Journavx (suzetrigine)

Genetix Biotherapeutics (formerly bluebird bio)

Successor entity to bluebird bio, marketer of the sickle-cell gene therapy Lyfgenia. Once valued at roughly $10bn with multiple approved products, it was sold to two private-equity firms for less than $50m and relaunched under the Genetix name.

Original record and source trail

Confidence (seed): medium · 2026-09-15

More than 100 patients have been treated with Lyfgenia in total. A company executive stated in February 2026 that commercial demand had surged significantly and that it expects rapid demand and growth in 2026 and beyond — a vendor claim, not independently verified.

Products: Lyfgenia (lovotibeglogene autotemcel), Zynteglo, Skysona

AbbVie

Large-cap pharmaceutical company managing the post-Humira transition through Skyrizi and Rinvoq and an active acquisition programme.

Original record and source trail

Confidence (seed): high · 2026-09-15

Agreed to acquire Apogee Therapeutics, announced 2026-06-22. Licensed a RemeGen tumour programme in a deal worth up to $5.6bn. Botox and Vraylar were selected for Medicare negotiation cycle 3 on 2026-01-27; Botox is among the first Part B drugs in the programme. Named among the 14 manufacturers pledging US manufacturing investment.

Products: Skyrizi (risankizumab), Rinvoq (upadacitinib), Botox, Vraylar

AstraZeneca

Anglo-Swedish pharmaceutical company and one of the most active in-licensers of Chinese-origin assets, and an early signatory to the US most-favoured-nation pricing framework.

Original record and source trail

Confidence (seed): high · 2026-09-15

Signed an MFN agreement with the US administration. Licensed a CSPC Pharmaceutical Group weight-loss asset in a transaction worth up to $18.5bn. Anoro Ellipta was selected for Medicare negotiation cycle 3 on 2026-01-27 and Calquence and Breo Ellipta are in cycle 2 with prices effective 2027-01-01.

Products: Farxiga, Tagrisso, Enhertu (with Daiichi Sankyo), Calquence, Breo Ellipta, Anoro Ellipta

Boehringer Ingelheim

Privately held German pharmaceutical company; recipient of the second approval granted under FDA's Commissioner's National Priority Voucher pilot.

Original record and source trail

Confidence (seed): high · 2026-09-15

Hernexeos (zongertinib) received FDA approval on 2026-02-26 under the CNPV pilot, 44 days after filing on 2026-01-13. Tradjenta was selected for renegotiation in Medicare cycle 3 on 2026-01-27, and Ofev sits in cycle 2 with prices effective 2027-01-01.

Products: Hernexeos (zongertinib), Jardiance, Tradjenta, Ofev (nintedanib)

UnitedHealth Group

Largest US health insurer and owner of Optum, the largest employer of physicians in the United States. Historically the Medicare Advantage market leader.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Medicare Advantage membership fell 9% from 10.3 million in October 2025 to 9.4 million by February 2026 as the company exited counties and trimmed benefits in response to margin pressure. UnitedHealthcare had signalled it expected to lose up to 2.8 million members across lines of business in 2026.

Products: UnitedHealthcare commercial, Medicare Advantage and Medicaid plans, Optum Health, Optum Rx, Optum Insight

Humana

Medicare-focused health insurer that grew Medicare Advantage membership in 2026 while every other large carrier except Kaiser and Devoted shed members.

Original record and source trail

Confidence (seed): high · 2026-09-15

Added more than one million Medicare Advantage members to reach approximately 7 million by February 2026, potentially positioning it to pass UnitedHealthcare as the market leader.

Products: Medicare Advantage plans, Part D plans, CenterWell primary care and pharmacy

WuXi AppTec

Chinese contract research, development and manufacturing organisation with an outsized role serving US biopharmaceutical companies; added to the US Department of Defense 1260H list in June 2026.

Original record and source trail

Confidence (seed): high · 2026-09-15

Added to the DoD 1260H list on 2026-06-08, satisfying one statutory pathway to designation as a biotechnology company of concern under the BIOSECURE Act. The company called the designation 'mistaken and baseless' and said it would pursue all available remedies.

Products: discovery chemistry services, small-molecule CDMO, biologics testing, cell and gene therapy manufacturing

CSPC Pharmaceutical Group

Hong Kong-listed Chinese pharmaceutical company; counterparty to one of the largest China out-licensing deals on record.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Licensed a weight-loss drug to AstraZeneca in a transaction with headline value up to $18.5bn, among the largest China out-licensing deals reported through February 2026.

Products: out-licensed weight-loss asset (AstraZeneca), oncology and cardiovascular portfolio

Fujirebio Diagnostics

In-vitro diagnostics manufacturer that obtained the first FDA clearance for a blood test used in diagnosing Alzheimer's disease.

Original record and source trail

Confidence (seed): high · 2026-09-15

Received 510(k) clearance with Breakthrough Device designation on 2025-05-16 for adults aged 55 and older with signs and symptoms of cognitive decline in specialised care settings. In the clearance dataset 91.7% of positive and 97.3% of negative results were confirmed by PET or CSF, with under 20% indeterminate among 499 patients.

Products: Lumipulse G pTau217/Beta-Amyloid 1-42 Plasma Ratio, Lumipulse immunoassay platform

Abridge

Ambient clinical documentation company whose product generates clinical notes from patient encounters and is integrated with Epic; the largest-scale deployment of generative AI in US healthcare by health-system count.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Reported more than 150 health systems deployed as of June 2025, a 50% increase over four months, including Johns Hopkins Medicine, Mayo Clinic and Deaconess Health System, across 55 specialties and 28 languages, with more than 50 million medical conversations projected for 2025.

Products: Abridge ambient documentation, revenue-cycle coding intelligence, inpatient ambient documentation

Ambience Healthcare

Ambient AI documentation and coding company positioned against Abridge and Microsoft/Nuance in the US health-system market.

Original record and source trail

Confidence (seed): low · 2026-09-15

Active competitor in the ambient documentation segment through 2026; specific 2026 deployment or funding figures could not be verified from a non-vendor source.

Products: Ambience AutoScribe, Ambience CDI and coding

Insilico Medicine

Generative-AI drug discovery company whose TNIK inhibitor rentosertib is the first end-to-end AI-originated asset (AI-nominated target and AI-designed molecule) to reach a Phase III trial.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published randomised Phase 2a results for rentosertib in Nature Medicine on 2025-06-03; initiated a Phase III trial on 2026-07-07 across 47 Chinese centres enrolling 320 patients, with a primary endpoint of annual FVC decline over 52 weeks (NCT07687459 / CTR20262475). Reports 31 preclinical candidate nominations, 13 IND clearances and 8 assets in Phase I.

Products: rentosertib (ISM001-055), Pharma.AI platform, Chemistry42, PandaOmics

Recursion Pharmaceuticals

Phenomics-based AI drug discovery company that merged with Exscientia in 2024-25 to create the largest listed AI-native drug discovery platform.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Discontinued or deprioritised five programmes in May 2025, including REC-994 for cerebral cavernous malformation after Phase II data showed no promising trends on MRI or functional outcomes, and REC-2282 for neurofibromatosis type 2. Retained six active programmes in oncology and rare disease. 2026 pipeline and financial status could not be verified in this research pass.

Products: Recursion OS, REC-4881, REC-617, BioHive supercomputing cluster

Kailera Therapeutics

Obesity-focused biotech built around incretin assets licensed from a Chinese originator; its April 2026 IPO was briefly the largest biotech IPO on record and is the clearest public-market validation of the China in-licensing model.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Filed for IPO in late March 2026 and priced a $625m offering in April 2026, displaced two months later as the largest biotech IPO by Parabilis Medicines.

Products: KAI-9531 and related incretin candidates

Parabilis Medicines

Clinical-stage biotech developing Helicon peptide therapeutics against previously undruggable intracellular targets; holder of the largest biotech IPO on record.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Priced a $670m initial public offering on 2026-06-10, displacing Kailera's April 2026 record set two months earlier.

Products: FOG-001 (beta-catenin/TCF inhibitor)

Veradermics

Dermatology biotech focused on hair loss; the best-performing biotech IPO of 2026 by aftermarket return.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Priced a $256m IPO in February 2026 at an expected $17 opening price; traded at $118 by 2026-07-13, a gain of roughly 550%.

Products: VDPHL01 (extended-release oral minoxidil)

Generate Biomedicines

Generative-biology company applying protein-design models to therapeutic antibody and protein discovery; a Flagship Pioneering company that listed in Q1 2026.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Priced its IPO in Q1 2026 below its prior private valuation and was trading below its offering price as of 2026-03-31 — a datapoint against the generative-biology valuation thesis.

Products: Chroma generative protein model, GB-0669, GB-0895

Oura Health

Finnish consumer health wearable company and the largest digital-health venture round of H1 2026; filed the first digital-health S-1 of the year.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Raised $900m at an $11bn valuation in H1 2026 and filed the first digital-health S-1 of 2026; no digital-health IPO had completed as of the Rock Health H1 report on 2026-07-13.

Products: Oura Ring, Oura app and membership

Aidoc

Clinical AI company providing FDA-cleared radiology triage and detection algorithms deployed across hospital imaging workflows.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Raised $150m in H1 2026, among the 20 digital-health megadeals that took 45% of sector capital. Operates in the radiology segment that dominates FDA's AI-enabled device list.

Products: aiOS clinical AI platform, FDA-cleared triage algorithms for intracranial haemorrhage, pulmonary embolism and other findings

Devoted Health

Insurtech Medicare Advantage plan and provider group that more than doubled membership in the 2026 plan year while incumbents retreated.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Grew Medicare Advantage membership from about 210,000 to nearly 470,000 between October 2025 and February 2026, more than doubling while UnitedHealthcare, Elevance and Centene shed members.

Products: Devoted Health Medicare Advantage plans, Devoted Medical

Sandoz

Generics and biosimilars company spun out of Novartis in 2023; preparing to be among the first to launch generic semaglutide, starting in Canada.

Original record and source trail

Confidence (seed): high · 2026-09-15

Prepared a generic semaglutide launch for January 2026 when Canadian data exclusivity expired on 2026-01-04; its CEO described Canada as a 'launchpad' for the product. Generics and biosimilars are exempt from the April 2026 Section 232 pharmaceutical tariff.

Products: generic semaglutide (Canada), biosimilar portfolio including adalimumab and ustekinumab

U.S. Food and Drug Administration

The US regulator for drugs, biologics, devices and diagnostics; the single most consequential institution for this sector's outcomes and, in 2025-26, the most institutionally unstable.

Original record and source trail

Confidence (seed): high · 2026-09-15

Approved 39 novel drugs through 2026-09-11. H1 2026 saw 26 novel approvals against 19 in H1 2025, 8 novel rejections against 6, and 79 total decisions against 85. CDER and CBER have each had six different leaders since January 2025. The agency was seeking to hire 2,200 staff with 600 secured by late June 2026. Granted its second CNPV approval on 2026-02-26 with a 44-day review. Imposed the Elevidys Boxed Warning on 2025-11-14.

Products: Novel Drug Approvals list, Commissioner's National Priority Voucher pilot, AI-Enabled Medical Devices list, Orange Book and Purple Book

Centers for Medicare & Medicaid Services

The largest single payer in US healthcare and, since the Inflation Reduction Act, a direct price-setter for selected drugs.

Original record and source trail

Confidence (seed): high · 2026-09-15

Announced the third negotiation cycle on 2026-01-27, selecting 15 drugs plus Tradjenta for renegotiation, covering about $27bn of spending and including Part B drugs for the first time, with prices effective 2028-01-01. Cycle 1 prices took effect 2026-01-01; cycle 2 prices, covering semaglutide, take effect 2027-01-01. Per-beneficiary MA funding rose 8.5% for 2026.

Products: Medicare Drug Price Negotiation Program, Medicare Advantage rate notice and V28 risk model, Medicaid, ACA marketplace administration

European Medicines Agency

The EU's centralised medicines regulator, whose CHMP opinions, PRAC safety reviews and CAT advanced-therapy assessments are the principal non-US regulatory signal for this sector.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Published PRAC meeting highlights for 2026-08-31 to 2026-09-03 and CAT, PDCO and COMP agendas for the week of 2026-09-08. Launched a voluntary data-submission pilot on new approach methodologies as alternatives to animal testing, and issued revised guidance on pre-submission interactions and electronic product information. Maintains an active shortages list that included Saxenda (liraglutide).

Products: CHMP opinions, PRAC safety assessments, Committee for Advanced Therapies (CAT) opinions, EU medicines shortages catalogue

U.S. Department of Defense — 1260H list

Maintains the statutory list of 'Chinese military companies' operating in the United States, which under the BIOSECURE Act is one of the pathways by which a biotechnology company becomes a designated company of concern.

Original record and source trail

Confidence (seed): high · 2026-09-15

Added WuXi AppTec to the 1260H list on 2026-06-08. Companies including BGI, FGI and MGI were on the list as of the BIOSECURE Act's enactment on 2025-12-18, which excludes them from the five-year contract safe harbour.

Products: Section 1260H list of Chinese military companies

National Institutes of Health

The largest public funder of biomedical research in the world and the upstream source of most of the basic science that becomes commercial biotechnology.

Original record and source trail

Confidence (seed): low · 2026-09-15

Grant terminations and proposed indirect-cost rate reductions during 2025-26 have been the subject of sustained analysis and litigation; specific FY2026 appropriated figures were not verified in this research pass and are recorded as a data gap.

Products: extramural research grants, RePORTER grant database, intramural research programme

Biotechnology Innovation Organization (BIO)

The largest biotechnology trade association, running the BIO International Convention and the sector's principal US lobbying operation on IRA negotiation, BIOSECURE and FDA policy.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Hosted BIO 2026, at which cell and gene therapy commercial viability, payer scepticism of one-and-done reimbursement and FDA/CBER uncertainty were dominant themes.

Products: BIO International Convention, policy advocacy, BIO industry analysis reports

Andreessen Horowitz (a16z Bio + Health)

Venture firm whose Bio + Health practice is among the most active investors in healthcare AI, including the ambient documentation category.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Co-led Abridge's $300m Series E at a $5.3bn valuation in June 2025 alongside Khosla Ventures. An investor in Devoted Health.

Products: venture capital investment

Flagship Pioneering

Company-creation firm that founds and capitalises biotech ventures internally, best known for Moderna and for a large portfolio of generative-biology companies.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Portfolio company Generate Biomedicines completed a Q1 2026 IPO priced below its previous private valuation and trading below its offering price — a directly relevant datapoint on generative-biology valuations.

Products: venture creation, portfolio company formation

Rock Health

Digital health venture fund and research group whose quarterly funding reports are the most-cited dataset for US digital-health venture activity.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published its H1 2026 funding overview on 2026-07-13: $7.4bn across 244 deals versus $6.4bn across 245 in H1 2025; median deal size $14m; 19 companies raised 20 megadeals taking 45% of capital; 115 acquisitions in H1; zero digital-health IPO completions in 2026 to that date.

Products: quarterly and semi-annual digital health funding reports, Rock Health Capital fund

Marty Makary

Surgeon and academic who served as FDA Commissioner from 2025 into 2026, associated with the Commissioner's National Priority Voucher pilot, the embedding of AI tools in review workflows and a reworking of evidence standards.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Quoted in FDA's 2026-02-26 announcement of the second CNPV approval saying patients and sponsors 'deserve an efficient FDA process that cuts out idle time'. Referred to as former Commissioner in reporting dated 2026-05-13; his successor was not identified in this research pass.

Products: Commissioner's National Priority Voucher pilot

Vinay Prasad

Haematologist-oncologist and epidemiologist who served as Director of FDA's Center for Biologics Evaluation and Research, a focus of controversy over vaccine and cell-and-gene-therapy policy.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Reported as leaving FDA on 2026-03-06. His tenure and departure are cited by investors as a source of regulatory uncertainty for cell and gene therapy. CBER has had six different leaders since January 2025.

Products: CBER regulatory policy

David A. Ricks

Chair and Chief Executive Officer of Eli Lilly, presiding over the company's rise to the largest pharmaceutical company by market value on the tirzepatide franchise.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Oversaw the $27bn US manufacturing commitment tied to the November 2025 MFN agreement, the April 2026 launch of Foundayo, and Q2 2026 results that beat consensus by more than $2bn and triggered a full-year guidance raise to $85-87bn.

Products: n/a — individual

Doug Ingram

President and Chief Executive Officer of Sarepta Therapeutics through the Elevidys approval, commercial ramp and subsequent safety crisis.

Original record and source trail

Confidence (seed): high · 2026-09-15

Announced his intention to retire by the end of 2026, citing family obligations after two immediate family members were diagnosed with myotonic dystrophy; the board was searching for an internal or external successor as of February 2026.

Products: n/a — individual

Alex Zhavoronkov

Founder and Chief Executive Officer of Insilico Medicine, and the most prominent advocate of end-to-end generative AI drug discovery.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Led Insilico through the Nature Medicine publication of rentosertib Phase 2a data on 2025-06-03 and the initiation of the first Phase III trial of an AI-originated asset on 2026-07-07.

Products: n/a — individual

Chris Gibson

Co-founder and Chief Executive Officer of Recursion Pharmaceuticals, which merged with Exscientia to form the largest listed AI-native drug discovery company.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Cut five programmes in May 2025 after clinical data failed to show efficacy signals, saying 'without a definitive signal, we did not think it prudent to go forward' — the most candid public statement by an AI-platform executive about the limits of the approach.

Products: n/a — individual

JPMorgan Chase & Co.

The largest US bank by assets and the most advanced incumbent on tokenised deposit infrastructure. Operates Kinexys, a permissioned blockchain payment platform for institutional clients.

Original record and source trail

Confidence (seed): high · 2026-09-15

Kinexys passed $4tn in cumulative transactions with daily volume above $7bn as of 2026-06-29, across eight currencies including JPY, CNY and SGD, up from $3tn and $5bn daily on 2026-04-28. Reported roughly 1,000 AI use cases under development at Q2 2026 earnings (2026-07-14) without disclosing attributable financial results. Took significant losses from the Tricolor failure via warehouse lending. Filed its Q2 2026 10-Q on 2026-08-06. A founding member of the 17-bank shared tokenised deposit network operated by The Clearing House, targeting H1 2027.

Products: Kinexys Digital Payments, Commercial and investment banking, Chase consumer banking, Payments and treasury services

Bank of America Corporation

Second-largest US bank by assets, with over $2 trillion of deposits. The most numerically specific of the large US banks on AI deployment, though still without disclosed financial returns.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q1 2026 (2026-04-15): NII $15.9bn up 9% year-on-year, net interest yield 2.07% up 8bp, full-year NII growth guidance raised to 6-8% despite the forward curve moving from two expected cuts to zero. Net charge-offs $1.4bn at a 48bp rate; first quarter in more than three years with no new non-performing inflows into office exposures. Disclosed all 200,000 employees have daily AI access, 90 AI installations live, headcount down 1,070 from year-end 2025 through attrition, with no cost-saving dollars quantified. Agreed in August 2026 to take a 49.9% stake in India's Jio Credit for roughly $1.9bn.

Products: Consumer banking, Erica virtual assistant, Global markets, Global wealth and investment management

Citigroup Inc.

Global transaction bank operating Citi Token Services for tokenised deposits and cross-border liquidity, in the middle of a multi-year simplification programme.

Original record and source trail

Confidence (seed): high · 2026-09-15

Evaluating AI across 50-plus major processes including KYC and loan underwriting (disclosed Q4 2025 and reiterated 2026-07-14), with no quantified results published. Agreed to acquire rewards technology firm Kard Financial (announced August 2026, value undisclosed). Launched a tokenised deposit service in Japan during 2026. Founding member of The Clearing House shared tokenised deposit network.

Products: Citi Token Services, Treasury and trade solutions, Markets, Banking

Visa Inc.

The larger of the two global card networks, now expanding into agentic commerce credentials and fraud infrastructure as its core interchange-linked business faces account-to-account competition.

Original record and source trail

Confidence (seed): high · 2026-09-15

Fiscal Q3 2026 (quarter ended 2026-06-30, reported 2026-07-28): net revenue $11.6bn up 14%, payments volume up 10% constant dollar, cross-border volume up 13%, 71.7 billion processed transactions up 10%, non-GAAP diluted EPS $3.32. Notably the release contained no commentary on agentic commerce or stablecoins. Reported on 2025-12-18 that 'hundreds' of agent-initiated transactions had completed with 100-plus partners. Agreed in August 2026 to acquire Israeli behavioural biometrics firm BioCatch for $2.4bn in cash, expected to close Q2 2027.

Products: VisaNet, Visa Intelligent Commerce, Visa Direct, Value-added services

Mastercard Incorporated

The second global card network, running the Agent Pay programme for AI-agent-initiated payments and a large services and identity business.

Original record and source trail

Confidence (seed): low · 2026-09-15

Operating Agent Pay, its agentic-commerce protocol, through 2026; agreed with Visa and Ant International on an agent identity standard during 2026. Reported fiscal Q2 2026 results alongside Visa in the late-July/August 2026 reporting cycle. No agentic transaction volume has been disclosed. NOTE: specific Mastercard 2026 quarterly figures were not independently verified within this research's search budget.

Products: Mastercard network, Agent Pay, Finicity (data aggregation), Cyber and intelligence services

Capital One Financial Corporation

Large US card issuer and bank that is buying its way into business payments, and the defendant in one of the highest-profile consumer settlements of the post-CFPB-retrenchment era.

Original record and source trail

Confidence (seed): high · 2026-09-15

Announced the acquisition of Brex for $5.15bn in cash and stock on 2026-01-23, expected to close mid-2026, with CEO Fairbank saying the goal is to 'build a payments company at the frontier of the technology revolution'. Reached a $425m class-action settlement on deposit-account interest; a coalition of state attorneys general filed an amicus brief opposing the initial terms after the CFPB dismissed its own parallel lawsuit, and the judge secured additional restitution.

Products: Credit cards, Consumer and commercial banking, Auto lending

The Goldman Sachs Group, Inc.

Investment bank and asset manager whose alternatives arm is now an active fintech investor, and which has identified a defined set of operating processes for AI redesign.

Original record and source trail

Confidence (seed): high · 2026-09-15

Goldman Sachs Alternatives led Taktile's $110m Series C in June 2026, the largest disclosed fintech round of H1 2026. Identified six operating processes for AI-driven reshaping, with detailed results deferred to 2026; Solomon said on 2026-07-14 that the industry is 'in the relative early innings of a very, very significant AI buildout cycle'. No attributable AI financial results disclosed.

Products: Investment banking, Global markets, Goldman Sachs Alternatives, Asset and wealth management

BlackRock, Inc.

The world's largest asset manager, now structurally embedded in stablecoin infrastructure as both reserve manager for Circle and issuer of tokenised money market vehicles.

Original record and source trail

Confidence (seed): medium · 2026-09-15

On 2026-08-03 launched a tokenised share class of an existing money market fund on Ethereum (BSTBL) and a multi-chain daily-reinvestment vehicle aimed at stablecoin reserves (BRSRV), with Securitize as transfer agent. BUIDL holds approximately $2.5bn and is used as collateral for borrowing and leveraged trading. Manages roughly $60bn of reserves for Circle, about a quarter of the roughly $300bn stablecoin market.

Products: BUIDL, BSTBL, BRSRV, iShares ETFs, Aladdin

Blackstone Inc.

The largest alternative asset manager and one of the five firms whose combined perpetual capital reached $1.5 trillion, roughly 40% of their aggregate AUM.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Named among the five largest perpetual-capital managers (with Apollo, Ares, Carlyle and KKR) holding $1.5tn combined, roughly 40% of their combined AUM, per With Intelligence (2026-01-07). Exposed to the sector-wide non-traded BDC redemption pressure that averaged 4.8% of NAV in Q4 2025, up from 1.6% in Q3 2025. NOTE: Blackstone-specific 2026 redemption figures were not independently verified in this research.

Products: BCRED (non-traded BDC), BREIT, Private equity, Real estate

Blue Owl Capital Inc.

Alternative manager concentrated in direct lending and technology-focused credit, and the clearest single case of 2026 redemption stress in retail private credit wrappers.

Original record and source trail

Confidence (seed): medium · 2026-09-15

In Q1 2026 investors sought to withdraw 40.7% from Blue Owl technology-focused vehicles and 21.9% from credit income funds. The firm subsequently restructured its redemption mechanics and eliminated quarterly tender offers entirely following failed merger attempts. One of the five largest perpetual-capital managers.

Products: Non-traded BDCs, Technology lending vehicles, GP stakes, Net lease real estate

Stripe, Inc.

The largest private payments company, co-author with OpenAI of the Agentic Commerce Protocol, and an increasingly acquisitive buyer of AI infrastructure.

Original record and source trail

Confidence (seed): high · 2026-09-15

Released the Agentic Commerce Protocol with OpenAI on 2025-09-29, introducing the Shared Payment Token so applications can initiate payments without exposing buyer credentials; launched with US Etsy sellers, with over a million Shopify merchants to follow. Valued at $159bn in a February 2026 tender offer. Acquired OpenRouter for over $7bn (announced August 2026), a sharp mark-up from its $1.3bn Series B valuation.

Products: Payments API, Agentic Commerce Protocol, Shared Payment Tokens, Issuing, Treasury

Klarna Group plc

Swedish BNPL pioneer, now NYSE-listed, and one of the six providers whose 2025 originations the Federal Reserve measured at $156.7bn in aggregate.

Original record and source trail

Confidence (seed): high · 2026-09-15

Listed on the NYSE on 2025-09-10 at $40 per share; traded at $29.00 by 2026-01-16, down 27.5% from issue. Has cautioned against reporting BNPL activity to credit bureaus, arguing traditional models misinterpret short-term usage. Among the recipients of letters from seven state attorneys general on BNPL business practices.

Products: Pay in 4, Financing, Klarna Card, Shopping app

Affirm Holdings, Inc.

The US BNPL provider most exposed to interest-bearing longer-term installment lending, and the first major provider to report to credit bureaus.

Original record and source trail

Confidence (seed): high · 2026-09-15

Together with Block, accounted for over 90% of APR-bearing BNPL originations and roughly 60% of total 2025 BNPL credit issuance ($95bn combined) among the six providers the Federal Reserve measured. Began credit bureau reporting in 2025, diverging from Klarna and Afterpay.

Products: Pay in 4, Monthly installment loans, Affirm Card, Adaptive Checkout

Block, Inc.

Owner of Square, Cash App and Afterpay, and jointly with Affirm the dominant issuer of interest-bearing BNPL credit in the US.

Original record and source trail

Confidence (seed): high · 2026-09-15

Afterpay and PayPal together hold 70% of the US pay-in-4 segment; Block and Affirm together represent over 90% of APR-bearing BNPL originations and roughly 60% of total 2025 issuance. Afterpay has cautioned against credit bureau reporting of BNPL activity.

Products: Square, Cash App, Afterpay, Bitkey

Circle Internet Group, Inc.

Issuer of USDC and the best-performing fintech listing of the 2025 IPO class. Holds a conditional OCC national trust bank charter granted in December 2025.

Original record and source trail

Confidence (seed): high · 2026-09-15

Listed 2025-06-05 at $31; traded at $78.61 by 2026-01-16, up 153.6% and the strongest performer in the 2025 fintech IPO cohort. Received a conditional OCC national trust bank charter in December 2025 alongside Paxos and three other non-bank firms. BlackRock manages roughly $60bn of Circle reserves, about a quarter of the roughly $300bn stablecoin market.

Products: USDC, EURC, Circle Mint, Cross-chain transfer protocol

Chime Financial, Inc.

The largest US neobank by customer count, listed on Nasdaq in June 2025 and trading near issue price a year later - a useful reality check on neobank public-market valuations.

Original record and source trail

Confidence (seed): high · 2026-09-15

Listed 2025-06-12 at $27; shares surged 59% on debut, opening at $43, then settled back to $26.07 by 2026-01-16, down 3.4% from issue. Operates through sponsor-bank partnerships, the model now under concentrated supervisory pressure.

Products: Spending account, Credit Builder, SpotMe, MyPay

Brex Inc.

Corporate card and spend management platform, being acquired by Capital One in the largest disclosed US fintech M&A deal of 2026 and at less than half its 2021 peak valuation.

Original record and source trail

Confidence (seed): high · 2026-09-15

Agreed to be acquired by Capital One for $5.15bn on 2026-01-23, with closing expected mid-2026; Franceschi continues as CEO. Has 1,100 employees, grew 40% year-on-year, and counts Anthropic, Robinhood, DoorDash and Zoom among clients. The deal represents a roughly 58% discount to the October 2021 peak valuation.

Products: Corporate cards, Spend management software, Business banking, Expense automation

Ramp Business Corporation

Spend management and corporate card company, one of the highest-valued private fintechs and an early pilot partner in Visa's agentic commerce programme.

Original record and source trail

Confidence (seed): high · 2026-09-15

Raised $750m at a $44bn valuation in June 2026. Named as one of four US closed-beta partners executing end-to-end agent-initiated transactions with Visa Intelligent Commerce (alongside Skyfire, Nekuda and PayOS) as of 2025-12-18. Named among expected 2026 IPO candidates.

Products: Corporate cards, Bill pay, Procurement, Expense management

Taktile GmbH

Decision-engine platform letting risk teams build and test credit and fraud decision logic without engineering. Raised the largest disclosed fintech round of H1 2026.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Closed a $110m Series C in June 2026 led by Goldman Sachs Alternatives, the largest single disclosed fintech round of H1 2026 in the Crunchbase dataset. Positioned at the intersection of AI-assisted underwriting and the compliance burden created by fragmenting US consumer-finance supervision.

Products: Decision engine, Data integration layer, Decision monitoring and experimentation

Flutterwave Inc.

Pan-African payments infrastructure company and the largest African fintech by disclosed valuation, providing a rare non-US, non-European data point in a concentrated funding environment.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Raised a Series E at a $3.2bn valuation in June 2026, one of only two named largest rounds in Crunchbase's H1 2026 fintech tally alongside Taktile. Operates in markets where account-to-account and mobile money rails, not cards, are the default.

Products: Payment gateway, Send App, Tuition and remittance rails, Merchant acquiring

BioCatch Ltd.

Behavioural biometrics company being acquired by Visa for $2.4bn, a deal that signals fraud and identity as the binding constraint on agent-initiated payments.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Agreed to be acquired by Visa for $2.4bn in cash in August 2026, with closing expected in Q2 2027 - one of the largest fraud-technology acquisitions on record and the second-largest disclosed fintech M&A deal of August 2026.

Products: Behavioural biometrics, Account opening fraud detection, Scam detection, Mule account detection

Securitize, Inc.

SEC-registered transfer agent and tokenisation platform that issues and administers BlackRock's tokenised money market vehicles, giving it a structurally central position in institutional tokenisation.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Serves as transfer agent and tokenisation provider for BlackRock's BUIDL (approximately $2.5bn) and for the new BRSRV multi-chain vehicle announced 2026-08-03. Concentration of institutional tokenised-fund infrastructure in a single provider is itself a risk factor for the trend.

Products: Tokenisation platform, Transfer agency, Securitize Markets broker-dealer

Plaid Inc.

The largest US financial data aggregator and the company most directly exposed to the reversal of the CFPB's Section 1033 free-data-access mandate.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Named by VCs among the four most anticipated 2026 fintech listings alongside Ramp, Monzo and Revolut (January 2026). Its business model depends on the data-access terms being rewritten: the CFPB intends to permit data-provider fees after a set number of free requests, replacing the outright ban.

Products: Account linking API, Identity verification, Cash-flow underwriting data, Payments initiation

Revolut Ltd

The most valuable European fintech and the largest neobank by valuation globally, and the clearest counter-example to the thesis that European fintech cannot scale.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Reported $1bn in annualised revenue with 65 million customers across 100 countries following a November 2025 secondary sale at a $75bn valuation. Named among the four most anticipated 2026 fintech listings. Its scale contrasts sharply with Europe taking only $2.7bn (UK) of the $28.6bn H1 2026 global fintech funding total.

Products: Multi-currency accounts, Cards, Trading and wealth, Business accounts

Swiss Re Ltd

Global reinsurer whose sigma research series is the reference dataset for catastrophe loss trends, and a non-US primary source for the insurance side of this sector.

Original record and source trail

Confidence (seed): high · 2026-09-15

Swiss Re Institute published H1 2026 insured catastrophe losses of $42bn on 2026-08-11, the lowest first half since 2020 and 36% below its $66bn trend estimate, with economic losses around $100bn and an insured share of roughly 42% against a 30-year average of 33%. Maintains that structural drivers sustain long-term insured loss growth of 5-7% annually despite the benign half-year.

Products: Property and casualty reinsurance, Life and health reinsurance, Corporate solutions, Swiss Re Institute research

The Clearing House Payments Company L.L.C.

Bank-owned operator of CHIPS and the RTP network, and the chosen operator of the 17-bank shared tokenised deposit network. Simultaneously a trade association and a systemically important infrastructure operator.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Named as operator of a shared tokenised deposit network involving 17 banks including JPMorgan, Citigroup, Bank of America, Wells Fargo, HSBC, BMO, Truist, Fifth Third, BNY, PNC, Regions, Santander, TD and US Bank, targeting H1 2027. CHIPS currently clears roughly $2tn daily. Co-signed the 2026-06-09 comment letter with BPI and CBA supporting technology-neutral deposit treatment under the FDIC's GENIUS Act proposal.

Products: CHIPS, RTP real-time payments network, EPN automated clearing house, Shared tokenised deposit network (in development)

Board of Governors of the Federal Reserve System

US central bank and primary federal supervisor for bank holding companies. Sets both the rate environment that determines bank margin and the capital rules that determine bank balance-sheet capacity.

Original record and source trail

Confidence (seed): high · 2026-09-15

Held the federal funds target at 3.50-3.75% at the July 28-29 2026 FOMC meeting on a 9-3 vote, with Hammack, Kashkari and Logan dissenting in favour of a 25bp hike, and flagged financial-stability risk from AI-firm valuations and leveraged infrastructure financing. Issued a final eSLR rule with the OCC and FDIC on 2025-11-25 effective 2026-04-01, and joint capital re-proposals on 2026-03-19 with a 2026-06-18 comment deadline. Proposed limited 'skinny' master accounts for qualified stablecoin issuers.

Products: Monetary policy, Bank supervision, Regulatory capital rules, Payment system operation (FedNow, Fedwire)

Federal Deposit Insurance Corporation

Deposit insurer and supervisor of state non-member banks. Publishes the Quarterly Banking Profile, the definitional dataset for US banking, and is writing the rules that determine whether tokenised deposits carry deposit insurance.

Original record and source trail

Confidence (seed): high · 2026-09-15

Approved a second GENIUS Act notice of proposed rulemaking on 2026-04-07 covering reserve assets, redemption, capital and risk management for permitted payment stablecoin issuers, proposing that tokenised deposits meeting the statutory definition be treated no differently than any other deposits; a first NPR on subsidiary issuance procedures was released 2025-12-19. Reported Q2 2026 aggregate bank net income of $90.1bn, ROA 1.37%, NIM 3.32% and the eighth consecutive quarterly deposit increase. Over 25% of its formal enforcement actions have targeted sponsor banks in embedded finance partnerships.

Products: Deposit insurance, Bank supervision, Quarterly Banking Profile, Resolution authority

Office of the Comptroller of the Currency

Chartering authority and supervisor for national banks and federal savings associations, and the gatekeeper deciding which non-bank firms get bank-like charters.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Issued a 350-plus page GENIUS Act notice of proposed rulemaking on 2026-02-25 covering nearly all prudential requirements for permitted payment stablecoin issuers, and finalised a related rule clarifying national trust bank chartering authority. Conditionally granted national trust bank charters to Circle, Paxos and three other non-bank firms in December 2025. More than 20% of its enforcement actions have targeted sponsor banks in embedded finance partnerships. Joint party to the 2026-03-19 capital re-proposals.

Products: National bank charters, National trust bank charters, Supervision and enforcement, Interpretive letters

Consumer Financial Protection Bureau

Federal consumer finance regulator, now substantially reduced in headcount, budget and enforcement activity, and pursuing a rescission-led rather than rulemaking-led agenda.

Original record and source trail

Confidence (seed): high · 2026-09-15

Headcount fell from roughly 1,700 to approximately 1,300 by early December 2025; planned to transfer its litigation docket to the Department of Justice. Its 2026 agenda targets rescission or amendment of Regulation B, Section 1071, Section 1033, loan originator compensation, discretionary mortgage servicing rules and remaining payday provisions. Its Section 1033 rule is enjoined by a Kentucky federal court with the appeal stayed in the Sixth Circuit. Live litigation includes NTEU v. Vought and Rise Economy v. Vought.

Products: Consumer financial rules, Supervision, Enforcement, Consumer complaint database

Financial Stability Board

International body coordinating national financial authorities and setting standard-setting priorities. Its 2026 private credit work is the most authoritative cross-jurisdiction dataset on that market.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published its Report on Vulnerabilities in Private Credit on 2026-05-06, sizing the market at $1.5-2tn at end-2024, identifying borrower leverage of 5-6x debt-to-EBITDA (possibly 7x adjusted), roughly 12% PIK usage, and bank lending to private credit funds of roughly $220bn on member data against commercial estimates above $500bn.

Products: Financial stability assessments, Standards and recommendations, Global monitoring reports

Bank of England (Financial Policy Committee)

UK central bank whose Financial Policy Committee has been consistently earlier and more numerically specific than US authorities on non-bank leverage and AI-related valuation risk.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published its Financial Stability Report on 2026-07-07, judging risky credit markets including private credit vulnerable to tightening financing conditions, noting elevated redemption requests in several retail funds with some imposing restrictions, reporting that hedge fund equity leverage balances rose roughly 40% over the past year, and warning on stretched equity valuations, circular financing among technology companies, and maturity mismatches between short-lived AI chips and longer-duration debt.

Products: Financial Stability Report, Macroprudential policy, Bank stress tests, Monetary policy

European Central Bank

Euro area central bank and single supervisor, and the sponsor of the digital euro - the largest public retail payments project in a developed market.

Original record and source trail

Confidence (seed): high · 2026-09-15

The Governing Council decided in October 2025 to move the digital euro to its next phase. A pilot is planned for 2027 and potential first issuance in 2029, conditional on EU legislation being adopted during 2026. Draft scheme rulebook version 0.91 was released in July 2026 after a June-October 2025 market consultation. Bank implementation cost is now estimated at €4bn-€5.8bn, lower than prior estimates on the assumption of shared infrastructure.

Products: Monetary policy, Single Supervisory Mechanism, TARGET services, Digital euro (in development)

Financial Conduct Authority

UK conduct regulator, ahead of the US on BNPL regulation, open finance and articulated supervisory thinking on agentic AI, and operating under an explicit government competitiveness mandate.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published an open finance roadmap in April 2026, with Treasury legislation expected to grant new open banking rule-setting powers - the opposite direction to the US Section 1033 reversal. CEO Nikhil Rathi delivered 'Rethinking regulation for the age of AI' at techUK's Agents of Change forum. Published research on 2026-08-27 finding young investors trust AI more than TV or celebrities, and warnings on unregulated loan notes and mini-bonds on 2026-08-20.

Products: Conduct rules and handbook, Authorisation and supervision, Open finance roadmap, Consumer Duty

Federal Reserve Bank of New York — Center for Microeconomic Data

Producer of the Quarterly Report on Household Debt and Credit, the standard US consumer leverage series, built on an anonymised 5% sample of Equifax credit files.

Original record and source trail

Confidence (seed): high · 2026-09-15

Reported Q2 2026 aggregate household debt of $18.8tn, down $13bn on the quarter, with 4.7% of balances 90+ days delinquent; credit card balances up $21bn (1.7%); student loan 90+ day delinquency worsening to 10.6% from 10.3%; HELOC balances up for a 17th consecutive quarter to $459bn; auto originations of $211bn with slightly worsened credit quality; roughly 137,000 new consumer bankruptcies. Its Equifax-based methodology structurally excludes most BNPL debt.

Products: Household Debt and Credit Report, Consumer Credit Panel, Survey of Consumer Expectations

US Government Accountability Office

Congressional audit agency producing independent, non-commercial analysis of insurance markets - a rare counterweight to industry-funded homeowners insurance research.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published GAO-26-107867 on 2026-02-27 on homeowners insurance, finding the average US premium rose 3% over 2019-2024 while southern coastal premiums rose 25% or more; homes in high wind-risk zones pay about 58% more than comparable homes at medium wind risk while wildfire risk added only about 8%; Florida, Louisiana and Oklahoma carry the greatest premium burden relative to household income; and median rate-approval times reached 331 days in Colorado and 305 in California.

Products: Audit reports, Congressional testimony, Legal decisions

Bank Policy Institute

Trade association and research body for large US banks. Its comment letters are dated primary evidence of the industry's position on live rulemakings, and should always be read as advocacy.

Original record and source trail

Confidence (seed): high · 2026-09-15

Filed a joint comment letter with The Clearing House and the Consumer Bankers Association on 2026-06-09 supporting the FDIC's technology-neutral approach to identifying deposits, affirming that deposit status does not depend on the recording technology, and welcoming clarification that insured depository institutions may use blockchain and distributed ledger infrastructure to record deposit liabilities. Called for coordinated guidance across the Federal Reserve, Treasury/FinCEN and OFAC.

Products: Comment letters, Research notes, Policy advocacy

Michelle W. Bowman

Vice Chair for Supervision of the Federal Reserve Board and the single most consequential individual for US bank capital requirements in 2026.

Original record and source trail

Confidence (seed): high · 2026-09-15

Delivered a speech at the Cato Institute Policy Forum on 2026-03-12 arguing post-2008 reforms created overlapping requirements that constrain credit and push activity into less-regulated sectors, and setting out proposals to reduce G-SIB surcharges via growth-adjusted coefficients, realignment with international standards, revision of the short-term funding component and 10-basis-point rather than 50-basis-point increments. The joint capital re-proposals followed a week later on 2026-03-19.

Products:

Nellie Liang

Senior Fellow at the Brookings Institution and former Under Secretary of the Treasury for Domestic Finance. One of the most credible independent analysts of stablecoin policy, with no issuer or bank commercial interest.

Original record and source trail

Confidence (seed): high · 2026-09-15

Co-authored 'Next steps for GENIUS payment stablecoins' with William C. Dudley on 2026-03-03, identifying four unresolved implementation issues: whether issuers may pay interest via affiliates, reserve-asset risk and the singleness of money, AML standards appropriate to bearer instruments, and operational resilience on permissionless chains. The piece characterises the ICBA's $1.3tn community bank deposit-loss warning as 'overstated'.

Products:

William C. Dudley

Chair of the Bretton Woods Committee and former President of the Federal Reserve Bank of New York. An influential independent commentator on payment system design and money-market structure.

Original record and source trail

Confidence (seed): high · 2026-09-15

Co-authored 'Next steps for GENIUS payment stablecoins' with Nellie Liang on 2026-03-03, arguing that permissible reserve assets including uninsured bank deposits and repo agreements create a singleness-of-money problem that GENIUS implementation has not yet resolved, and that the largest community-bank deposit-flight estimates are overstated.

Products:

SpaceX

The dominant global launch provider and operator of the Starlink constellation. Listed on Nasdaq as SPCX on 2026-06-12 in the largest IPO in history, and now reports three segments: Space, Connectivity and AI.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026: revenue USD 7.814bn (+92%), net loss USD 541m; Space segment USD 962m revenue and USD (542)m operating loss; Connectivity USD 4.291bn; AI USD 2.561bn with USD 15.828bn capex. Starlink 12.0m subscribers at USD 66 ARPU. Backlog USD 47.5bn. Shares closed USD 125.33 on 2026-08-04, below IPO price.

Products: Falcon 9, Falcon Heavy, Starship V3, Starlink, Starshield, Grok / xAI

The Boeing Company

One of two global large-commercial-airframe manufacturers and a top-five US defence prime, with a large services business that carries most of its margin.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026 (reported 2026-07-28): revenue USD 24.6bn (+8%), GAAP operating margin 0.6%, diluted EPS USD (0.67), record USD 715bn backlog, USD 20.0bn cash. BCA 171 deliveries at (2.7%) margin; BDS USD 7.5bn revenue at (0.2%) margin with a USD 280m VC-25B charge. 418 aircraft delivered YTD through August 2026.

Products: 737 MAX, 787 Dreamliner, 777X, KC-46, VC-25B, F-15EX, Global Services

Airbus SE

The larger of the two global commercial airframers by deliveries and orders, with defence and space and helicopter divisions.

Original record and source trail

Confidence (seed): high · 2026-09-15

475 aircraft delivered YTD through 30 August 2026 against an 870 full-year target; 57 delivered in August. 1,157 gross orders YTD versus Boeing's 498. Backlog 9,362 aircraft including 7,571 A320neo family. A350 running at 3/month against a 6/month goal.

Products: A320neo family, A350, A220, A330neo, Eurodrone, Airbus Defence and Space satellites

Lockheed Martin

The largest Western defence contractor by revenue, prime on the F-35 and on the PAC-3 interceptor family.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026: sales USD 20.1bn (+11%), record USD 230bn backlog (up ~USD 64bn YoY), book-to-bill 3.2:1, FCF USD 2.9bn; FY26 guidance raised to USD 79.75-81.75bn. Signed a seven-year framework in January 2026 to take PAC-3 MSE output from ~600 to 2,000 units a year by 2030, and awarded L3Harris a USD 4.7bn motor subcontract on 2026-09-08.

Products: F-35, PAC-3 MSE, PAC-3 ACE, THAAD, HIMARS / GMLRS, Aegis

Rheinmetall AG

Europe's largest ammunition producer and the clearest single beneficiary of European rearmament, expanding into naval systems.

Original record and source trail

Confidence (seed): high · 2026-09-15

H1 2026 (2026-08-06): sales EUR 5.2bn (+39%), operating result EUR 786m at a 15.0% margin, nomination backlog EUR 80.5bn versus EUR 56.0bn, book-to-bill over 3. FY26 guidance EUR 13.7-14.2bn at ~19% margin, cut by EUR 300m on the F126 frigate cancellation. EUR 184m invested in UK pipe production, a Lithuanian plant and powder capacity.

Products: 155mm ammunition and propellant, Skyranger 30 counter-UAS, Boxer and Lynx vehicles, Naval systems

L3Harris Technologies (incl. Aerojet Rocketdyne)

A defence prime whose Aerojet Rocketdyne unit is one of only two significant US solid-rocket-motor producers, making it the binding node in interceptor and munitions replenishment.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Awarded a USD 4.7bn, seven-year subcontract from Lockheed Martin announced 2026-09-08 for PAC-3 MSE dual-pulse solid rocket motors, attitude control motors and lethality enhancers, with two new Camden, Arkansas facilities due operational in 2027. Solid rocket motor lead times remain ~30 months.

Products: Dual-pulse solid rocket motors, Attitude control motors, Lethality enhancers, Resilient communications

RTX Corporation

Parent of Raytheon (air defence and effectors), Pratt & Whitney (GTF engines) and Collins Aerospace; exposed to both the interceptor-replenishment cycle and the engine MRO bottleneck.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Pratt & Whitney GTF groundings peaked at 648 aircraft (28% of the GTF fleet) in March 2025 per IATA. RTX Collins Aerospace is one of three firms in the first six-month CCA autonomy software competition round announced June 2026.

Products: Patriot GEM-T, AMRAAM, Coyote counter-UAS, PW1100G GTF, Collins avionics

Northrop Grumman

Prime on the B-21 bomber and Sentinel ICBM and a major military space and solid-rocket-motor supplier; one of six competitors on CCA autonomy software.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Named among the six companies competing on CCA autonomy software in the June 2026 award announcement. A Tranche 3 Transport Layer bidder exposed to the Space Data Network consolidation.

Products: B-21 Raider, Sentinel ICBM, Solid rocket motors, Space systems

General Atomics Aeronautical Systems

Privately held builder of the MQ-9 family and, since June 2026, one of two manufacturers with a US Air Force Collaborative Combat Aircraft production contract.

Original record and source trail

Confidence (seed): high · 2026-09-15

Received a CCA production contract on 2026-06-18 four months ahead of schedule; the YFQ-42A became the FQ-42A. Also competing for CCA autonomy software.

Products: FQ-42A, MQ-9B SkyGuardian, MQ-20 Avenger, Gray Eagle

Blue Origin

Privately funded launch company developing the New Glenn heavy-lift vehicle, the BE-4 engine and the Blue Moon lunar lander.

Original record and source trail

Confidence (seed): medium · 2026-09-15

A New Glenn booster with a fuelled second stage exploded during a static fire at Launch Complex 36 on 2026-05-28, destroying both stages and severely damaging the pad; repairs are expected to take over a year. Cause confirmed 2026-08-05 as a BE-4 main oxygen valve. Affects Amazon Leo, Blue Moon and Artemis manifests.

Products: New Glenn, BE-4 engine, Blue Moon lander, New Shepard

Amazon (Amazon Leo, formerly Project Kuiper)

Amazon's LEO broadband constellation, rebranded from Project Kuiper to Amazon Leo on 2025-11-13, and the principal Western challenger to Starlink.

Original record and source trail

Confidence (seed): high · 2026-09-15

396 satellites in orbit as of 2026-07-02 across 8 Atlas V, 2 Falcon 9 and 3 Ariane 64 missions — none on New Glenn. Over 100 launches contracted. Targets 26 countries by end-2026 and 100 by 2028. Filed with the FCC in July 2026 for a 5,105-satellite direct-to-device network.

Products: Amazon Leo constellation, Leo customer terminals, Proposed 5,105-satellite direct-to-device constellation

AST SpaceMobile

Builds large phased-array satellites intended to deliver broadband directly to unmodified handsets through mobile-carrier partnerships.

Original record and source trail

Confidence (seed): medium · 2026-09-15

BlueBird 6 launched shortly before Christmas 2025; BlueBird 7 scheduled for late February 2026. Block 2 arrays are 2,400 sq ft with 120 Mbps peak rates. Targeting 45-60 satellites in orbit by end-2026 and commercial service in 2026, a date described by trade press as 'pretty broad'.

Products: BlueBird Block 1 and Block 2 satellites, Direct-to-device cellular broadband

SES S.A.

Europe's largest satellite operator following its acquisition of Intelsat, running roughly 90 GEO and 30 MEO satellites and pivoting from broadcast toward networks, mobility and government.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q1 2026: total revenue EUR 847m; Networks EUR 556m (over 100% YoY growth, 66% of revenue) with Mobility at EUR 259m; Media/Video EUR 285m, down 11% like-for-like. Cancelled the IS-41 and IS-44 GEO satellites (2028 launches, Thales Alenia Space builds) for failing its internal rate of return threshold.

Products: O3b mPOWER MEO, GEO capacity leases, Multi-orbit managed services, IRIS2 participation

Hanwha Aerospace

South Korea's largest defence manufacturer by revenue, exporting artillery, armoured vehicles, munitions and naval systems, and a central player in the Korean export surge into Europe.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Exporting the K9 to Spain via Indra Sistemas, taking the K9 to eleven operating countries — a structure that localises production inside the EU and is relevant to SAFE's 35% non-European content cap.

Products: K9 Thunder self-propelled howitzer, Chunmoo MLRS, Redback IFV, Naval and space systems

Korea Aerospace Industries (KAI)

South Korea's national aerospace prime, developer of the KF-21 Boramae fighter and the FA-50 light combat aircraft.

Original record and source trail

Confidence (seed): medium · 2026-09-15

In final-stage KF-21 export talks with Indonesia as of September 2026; has exported more than 140 FA-50 light combat aircraft to six countries.

Products: KF-21 Boramae, FA-50, KUH-1 Surion, Satellite structures

GE Aerospace

Co-owner of CFM International with Safran, producing the LEAP engine family that powers the 737 MAX and a large share of the A320neo fleet.

Original record and source trail

Confidence (seed): high · 2026-09-15

LEAP deliveries were ~1,200 of ~2,000 total engine deliveries in 2024, forecast to reach ~2,500/year in the 2030s. LEAP shop visits are forecast to rise from 600-800 a year in 2025 to more than 5,000 by 2040. The 2018 IATA-CFM aftermarket-access agreement was renewed in January 2026.

Products: LEAP-1A / LEAP-1B, GE9X, GEnx, Engine services

Anduril Industries

The largest venture-backed Western defence company, building autonomous air and ground systems, counter-UAS effectors and the Lattice command-and-control software layer.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Received a US Air Force CCA production contract on 2026-06-18, with the YFQ-44A redesignated FQ-44A — the first serial-production combat aircraft designation held by a venture-backed company. Holds a US Army enterprise agreement with a USD 20bn ceiling over five to ten years consolidating ~120-130 orders, with an USD 87m initial task order. Also one of three firms in the first CCA autonomy software competition round.

Products: FQ-44A (Fury) CCA, Lattice, Anvil and Roadrunner interceptors, Barracuda, Sentry towers

Shield AI

Develops the Hivemind autonomy stack for uncrewed and optionally crewed aircraft, competing directly against primes for the CCA autonomy role.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Named as one of six companies competing on CCA autonomy software in June 2026 and one of three entering the first six-month competition round, alongside Anduril and RTX Collins Aerospace, with primary provider selection targeted for summer 2027.

Products: Hivemind autonomy stack, V-BAT

Saronic Technologies

Builds autonomous surface vessels for the US Navy and allied maritime forces, one of the largest-funded defence-tech companies of the 2026 cohort.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Raised one of the four largest defence-tech rounds of H1 2026 within the sector's USD 14.6bn total. No publicly disclosed programme of record found as of this research date.

Products: Spyglass, Cutlass, Corsair, Marauder

Helsing

Europe's most prominent defence-AI company, building software for sensor fusion and strike, plus uncrewed aircraft and underwater systems.

Original record and source trail

Confidence (seed): low · 2026-09-15

Central to the European autonomy cohort that is the demand-side counterpart to EU-level drone funding such as the EUR 1bn EU-Ukraine package announced in July 2026.

Products: Defence AI software, HX-2 strike drone, Underwater autonomy

Quantum Systems

German maker of electric VTOL reconnaissance drones, widely deployed in Ukraine and named in the EU-Ukraine joint drone production programme.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Named as a participating European firm in the European Commission's EUR 1bn EU-Ukraine joint drone production and counter-drone programme announced in July 2026.

Products: Vector, Trinity, Reliant

Starcloud

Developing satellites carrying AI accelerators with the goal of running data-centre workloads in orbit powered by solar energy.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Starcloud-1, a 130-pound satellite carrying a single Nvidia H100, launched November 2025 and was described as the first to train a large language model in space. Starcloud-2, carrying a Blackwell B200, was scheduled for later in 2026. The CEO projects favourable economics in three to five years and mainstream adoption about a decade out.

Products: Starcloud-1, Starcloud-2 (planned)

Missile Defense Agency (MDA)

The US agency responsible for integrated missile defence and the contracting authority behind the SHIELD vehicle supporting Golden Dome.

Original record and source trail

Confidence (seed): high · 2026-09-15

Awarded SHIELD on-ramp positions to 1,014 contractors and then a further 1,086 on 2025-12-19, exceeding 2,100 awardees against a USD 151bn ceiling running to December 2035, with no funding obligated at the base contract level.

Products: SHIELD IDIQ, GMD, Aegis BMD, THAAD

Space Development Agency (SDA)

The Space Force agency created to field a proliferated LEO architecture in rapid tranches; its Transport Layer is now being partly absorbed into the Space Data Network.

Original record and source trail

Confidence (seed): high · 2026-09-15

FY2027 funding for Tranche 3 transport satellites was eliminated, with requirements rolled into the Space Data Network; PWSA Tranches 1-2 retained USD 817m of R&D. Congress had reinstated USD 500m for Tranche 3 in FY2026 over SpaceX vendor-dependence concerns.

Products: Proliferated Warfighter Space Architecture, Transport Layer, Tracking Layer

United States Space Force

The US military service responsible for space operations, acquisition of space systems and, jointly with the NRO, the classified MILNET programme.

Original record and source trail

Confidence (seed): high · 2026-09-15

FY2027 request includes USD 1.5bn of reconciliation R&D and USD 1.6bn of procurement for the SDN backbone plus USD 1.4bn for Space Link. MILNET comprises over 480 LEO satellites using SpaceX Starshield terminals in a government-owned, contractor-operated model.

Products: MILNET, Space Data Network, National Security Space Launch, GPS

US Department of Defense Office of Inspector General

The independent audit body whose reports are the most reliable public check on the gap between defence appropriations and delivered hardware.

Original record and source trail

Confidence (seed): high · 2026-09-15

A report covered on 2026-07-14 found the Army producing roughly 36,000 155mm rounds a month as of March 2026 against a 100,000/month target set for October 2025, after USD 4.5bn of spending between February 2022 and September 2025, with the USD 469m Mesquite, Texas plant having produced no shell meeting Army specification over that period.

Products: Audit and evaluation reports, Semiannual Report to Congress

Federal Aviation Administration

Regulates US civil aviation certification and production oversight, and through AST licenses commercial launch and reentry and conducts mishap investigations.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Opened an investigation into the New Glenn static-fire explosion of 2026-05-28. Approved Boeing 777X certification flight testing per Boeing's Q2 2026 report. As of August 2026 had issued no full commercial eVTOL type certificate.

Products: Type and production certification, Launch licensing, Powered-lift SFAR, Mishap investigations

European Commission — DG DEFIS

The Commission directorate responsible for defence industry and space, administering SAFE, EDIP and the EU space programmes.

Original record and source trail

Confidence (seed): high · 2026-09-15

SAFE provides EUR 150bn in loans with plans approved for 18 member states between 2026-02-11 and 2026-04-10, under a rule capping non-EU/EEA/EFTA/Ukraine content at 35%. Pledged EUR 1bn for joint EU-Ukraine drone production in July 2026.

Products: SAFE loan instrument, EDIP, European Defence Fund, IRIS2

NATO

The alliance whose capability targets and spending guidelines set the demand signal for most Western defence procurement.

Original record and source trail

Confidence (seed): high · 2026-09-15

Reported on 2026-07-07 that European Allies and Canada raised core defence expenditure by nearly 20% in 2025 versus 2024, with five Allies expected to meet the 3.5% core guideline in 2026 and 17 the 1.5% defence-related guideline, against a 2035 Hague deadline.

Products: Defence investment guidelines, NSPA joint procurement, Defence Planning Process

International Air Transport Association (IATA)

The trade body for roughly 300 airlines, and the main institutional counterweight to engine OEMs on aftermarket access.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published a study on 2026-06-24 arguing engine MRO bottlenecks now constrain airline capacity: GTF groundings peaked at 648 aircraft (28% of the fleet) in March 2025, and LEAP shop visits are forecast to rise from 600-800 a year to over 5,000 by 2040. Renewed the IATA-CFM aftermarket access agreement in January 2026.

Products: Industry studies, Safety and operational standards, Economic data

Kiel Institute for the World Economy

German economic research institute that maintains the most-cited independent tracking of European defence spending and aid to Ukraine.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published 'The Biggest Bang for the Buck' on 2026-02-13, arguing European NATO members could allocate an additional EUR 831bn annually by 2035 at a 5% of GDP threshold but that 'more money alone does not guarantee stronger capabilities'.

Products: Ukraine Support Tracker, Defence procurement research

Foreign Policy Research Institute

US think tank producing detailed analysis of munitions and interceptor industrial capacity.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published on 2026-05-18 that PAC-3 MSE production runs at ~600/year against a 2,000/year target for 2030, that 620 interceptors were delivered in 2025, that coalition forces expended Patriots at ~225/day in the first 96 hours of the Iran war for a ~132:1 consumption-to-production ratio, and that interceptors funded in April 2026 will not arrive before mid-2028.

Products: Policy analysis and research articles

Congressional Research Service

The non-partisan research arm of the US Congress, producing the most reliable public accounting of defence appropriations, weapon-system funding and acquisition issues.

Original record and source trail

Confidence (seed): high · 2026-09-15

Maintains standing products on DoD counter-UAS (R48477), FY2026 DoD appropriations (R48891), FY2027 weapon-system funding (R49023) and an FY2027 appropriations status table. Note: congress.gov blocks automated retrieval, so these are high-value but access-constrained for pipeline use.

Products: CRS reports (R-series, IF-series), Appropriations status tables

Gen. Michael Guetlein

US Space Force general serving as the Golden Dome programme manager, the single most consequential individual for US missile-defence acquisition in 2026.

Original record and source trail

Confidence (seed): high · 2026-09-15

Stated on 2026-08-20 in Medora, North Dakota that his office received USD 22.5bn of a USD 24.4bn FY2026 allocation, did not receive it until March 2026, had obligated 90% of it, and that without continued funding after 30 September 'Golden Dome will stop with everything we've already built and delivered'. Target operational date summer 2028. Also confirmed the Space Data Network benefits from USD 10bn of missile-defence funding.

Products:

Troy Meink

US Secretary of the Air Force, responsible for the Collaborative Combat Aircraft programme's scale decisions.

Original record and source trail

Confidence (seed): high · 2026-09-15

Stated around the 2026-06-18 CCA production awards that the service aims to buy more than 150 combat-capable CCA by the end of the decade, against a long-term goal of roughly 1,000.

Products:

Jim Taiclet

Chairman, President and CEO of Lockheed Martin.

Original record and source trail

Confidence (seed): high · 2026-09-15

On the Q2 2026 results (2026-07-24) attributed performance to 'strategic bets the company made ahead of demand, including expanding munitions capacity before contracts materialized', alongside a record USD 230bn backlog and raised FY26 guidance.

Products:

Willie Walsh

Director General of IATA and the most prominent public advocate for airline access to engine parts and independent MRO.

Original record and source trail

Confidence (seed): high · 2026-09-15

Fronted IATA's 2026-06-24 study calling for urgent action on engine MRO bottlenecks, with four asks centred on parts availability, fair MRO market access, long-term spare-parts provisions in acquisition agreements and transparent aftermarket practices.

Products:

Dave Limp

Chief Executive Officer of Blue Origin.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Following the 2026-05-28 New Glenn static-fire explosion that destroyed Launch Complex 36, targeted a return to flight before the end of 2026 — a goal industry veterans quoted in coverage called unrealistic given pad repairs expected to take over a year.

Products:

Adel Al-Saleh

Chief Executive Officer of SES, leading its repositioning from broadcast toward networks, mobility and government after the Intelsat acquisition.

Original record and source trail

Confidence (seed): high · 2026-09-15

Oversaw SES's Q1 2026 results showing Networks revenue up over 100% to EUR 556m while Media/Video fell 11%, and the cancellation of the IS-41 and IS-44 GEO satellites for failing internal rate-of-return thresholds.

Products:

Siemens AG

The largest European industrial technology group, combining factory and process automation hardware with the Siemens Digital Industries Software portfolio (Teamcenter, NX, Simcenter, Opcenter MES). Its Smart Infrastructure arm has become a major electrical supplier to data centres.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 FY2026 (reported 2026-05-13): orders €24.1bn (+18% comparable), revenue €19.8bn (+6%), book-to-bill 1.22, record €124bn backlog. Digital Industries software revenue €1.6bn (+14%), ARR €5.5bn (+11% organic). Announced a €6bn buyback. In fiscal Q1 2026 data-centre revenue grew 35% and US orders 54%. Unveiled an industrial AI operating system with NVIDIA at CES 2026.

Products: SIMATIC PLCs and industrial controls, Teamcenter PLM, Opcenter MES, Xcelerator industrial software platform, Medium-voltage switchgear

Rockwell Automation

The largest pure-play industrial automation company, supplying control systems, drives and the FactoryTalk software stack predominantly to North American discrete and hybrid manufacturers. Its order book is a direct read on US factory capex.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Reported fiscal Q3 2026 results on 2026-08-04. Detailed segment figures were not retrievable from public IR pages during this research and are recorded as unverified. Moret positions the company as 'the world's largest pure-play industrial automation company'.

Products: Allen-Bradley controllers and drives, FactoryTalk industrial software, Plex and Fiix cloud MES/CMMS, Safety and motion control

A.P. Moller-Maersk

One of the two largest container liner operators, running the Gemini Cooperation network jointly with Hapag-Lloyd, alongside a large landside logistics and terminals business.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Q2 2026 (reported around 2026-08-13): volume growth above 4% and a 22% rate increase, with full-year EBITDA and EBIT guidance raised by roughly $2bn, against a February 2026 consensus that expected Maersk's first annual loss since 2017. From late September 2026 it is returning Gemini services AE5, AE11, AE12 and ME2 to the Suez route, joining AE15 and AE19.

Products: East-West and North-South liner services, Gemini Cooperation network, Contract logistics and air freight, APM Terminals

Hapag-Lloyd AG

German container liner operator and Maersk's partner in the Gemini Cooperation network, with significant Middle East and Latin America exposure.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Q2 2026: approximately $600m of Middle East-related headwinds including six vessels trapped in the Persian Gulf by the Strait of Hormuz closure, with additional bunker, insurance, storage and rerouting costs. Posted modest EBITDA growth but lower EBIT and profit. Returning Gemini services to Suez from late September 2026.

Products: Container liner services, Gemini Cooperation network, Reefer and special cargo

MP Materials Corp.

Operator of the Mountain Pass rare earth mine and separation facility in California and the Independence magnet plant in Fort Worth, Texas. The central vehicle of US rare-earth industrial policy.

Original record and source trail

Confidence (seed): high · 2026-09-15

Operating under a DoD arrangement with a $110/kg NdPr price floor for ten years (DoD taking 30% of upside above benchmark), a 10-year 100% offtake of the planned 10X facility, a $140m minimum annual EBITDA guarantee and a 50/50 split above $170m. US rare-earth production reached 8,900 tonnes at Mountain Pass in 2025, about one third of US consumption. Independence is expanding from 1 to 3 ktpa with 10X targeted at 7 ktpa, for 10 ktpa total by 2028.

Products: Rare earth concentrate, Separated NdPr oxide, Sintered NdFeB magnets

Lynas Rare Earths Ltd

The largest rare-earth separator outside China, mining at Mount Weld in Western Australia and processing in Kuantan, Malaysia, with a US light-oxide refinery under development in Texas.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Achieved the first commercial dysprosium oxide production outside China in May 2025. Developing a 5 ktpa light-oxide refinery at Hondo, Texas. Signed a $96m Pentagon agreement for heavy rare-earth supply.

Products: Separated NdPr oxide, Dysprosium and terbium oxide, Lanthanum and cerium products

Union Pacific Corporation

The largest US Class I railroad by route miles, operating across 23 western states. Applicant in the proposed transcontinental merger with Norfolk Southern.

Original record and source trail

Confidence (seed): high · 2026-09-15

The Surface Transportation Board accepted the UP-Norfolk Southern merger application on 2026-05-28, opening a 12-month evidentiary period with a decision expected around mid-2027. Applicants project $3.5bn of annual shipper savings, removal of ~2.1m truckloads a year and ~1,200 net new union jobs by year three. Filed supplemental second-round evidence with additional customer assurances on 2026-07-27.

Products: Intermodal rail, Bulk and manifest freight, Automotive and chemical unit trains

Norfolk Southern Corporation

Eastern US Class I railroad operating across a 22-state network, and the merger partner in the proposed Union Pacific transcontinental combination.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Co-applicant in the STB merger proceeding accepted 2026-05-28, with a decision expected around mid-2027.

Products: Intermodal rail, Merchandise and coal freight, Automotive network

Kinaxis Inc.

Supply-chain planning software vendor whose Maestro platform serves large discrete and life-sciences manufacturers. One of the few vendors to publish a quantified agentic-AI penetration figure for its installed base.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Q2 2026 (reported August 2026): revenue $158.8m (+16%), SaaS revenue $106.5m (+20%), ARR $465.6m (+19%), adjusted EBITDA $41.4m (+23%). Raised FY guidance to $625-640m. Disclosed that approximately 10% of the installed base had entered paid or trial subscriptions for generative-AI modules, with existing-customer ACV bookings up more than 70% year over year.

Products: Maestro supply-chain orchestration, Demand and supply planning, Generative-AI planning agents

Nucor Corporation

The largest US steel producer by volume and the largest scrap recycler, operating electric arc furnace mini-mills. Its published CSP hot-rolled coil base price is a widely watched domestic benchmark.

Original record and source trail

Confidence (seed): medium · 2026-09-15

CSP hot-rolled coil base price reached $1,055 per net ton in the week ending 2026-04-20, with premium mill-site pricing at $1,105. Benefiting from Section 232 duties raised to 50% on full customs value from 2026-04-06; US raw steel production hit 1,843,000 net tons in the week ending 2026-04-11, the highest since November 2021, at 79.8% capability utilisation.

Products: Hot-rolled and cold-rolled coil, Structural steel and rebar, Steel joists and decking

Caterpillar Inc.

The largest maker of construction and mining equipment and a major supplier of reciprocating engines and power-generation equipment, giving it exposure to both the industrial construction downturn and the data-centre power buildout.

Original record and source trail

Confidence (seed): low · 2026-09-15

Reported second-quarter 2026 results on 2026-08-04; detailed segment figures and the quantified tariff cost impact could not be retrieved from public pages during this research and are recorded as unverified.

Products: Excavators and earthmoving equipment, Mining trucks and drills, Reciprocating engines and gensets, Solar Turbines

J.B. Hunt Transport Services

One of the largest US surface transportation companies, combining intermodal (in partnership with BNSF), dedicated contract services, truckload brokerage and final mile.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Has published analysis on immigration policy and enforcement effects on US commercial driver supply, a direct read on the 2026 capacity contraction driving spot rates up 66-76 cents per mile year over year.

Products: Intermodal drayage and rail, Dedicated contract carriage, Truckload brokerage, Final-mile delivery

Prologis, Inc.

The largest owner and developer of logistics real estate globally. Its Industrial Business Indicator and research notes are a widely used proxy for warehousing demand.

Original record and source trail

Confidence (seed): low · 2026-09-15

Published 2026 research arguing logistics real estate demand is turning a corner as supply tightens, and is targeting speculative development as leasing recovers. Specific 2026 net absorption and vacancy figures could not be retrieved during this research.

Products: Warehouse and distribution space, Build-to-suit development, Prologis Essentials equipment and energy services

Symbotic Inc.

Supplier of high-density robotic case-handling and palletising systems for retail and wholesale distribution centres, historically anchored by a large Walmart relationship.

Original record and source trail

Confidence (seed): low · 2026-09-15

Operating in a market where 52% of surveyed intralogistics operators now use at least one robot type, up from 48%, with 45% increasing robotics budgets in 2026. Company-specific 2026 financials were not verified in this research.

Products: Robotic case picking and storage systems, Automated palletising and depalletising, Warehouse execution software

USA Rare Earth, Inc.

Developer of a US sintered rare-earth magnet plant in Stillwater, Oklahoma, with rights to the Round Top heavy rare-earth deposit in Texas. One of the federal government's equity-backed critical-minerals positions.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Building a 3 ktpa sintered magnet facility in Stillwater, Oklahoma as part of the US response to Chinese magnet export controls. Production volumes remain a target, not an outturn.

Products: Sintered NdFeB magnets, Rare earth separation

Noveon Magnetics

Producer of sintered NdFeB magnets using a recycling-led process that reprocesses end-of-life magnets rather than starting from mined ore.

Original record and source trail

Confidence (seed): low · 2026-09-15

Identified as one of the secondary US magnet capacity initiatives underway by 2026, targeting approximately 1 ktpa of recycled magnet capacity in San Marcos, Texas.

Products: Recycled sintered NdFeB magnets

Lithium Americas Corp.

Developer of the Thacker Pass lithium project in Nevada, in joint venture with General Motors. A prominent example of the US government taking equity in a critical-minerals developer.

Original record and source trail

Confidence (seed): medium · 2026-09-15

The DOE equity position was taken in exchange for restructuring the Thacker Pass loan. Production remains in development.

Products: Battery-grade lithium carbonate (in development)

Flexport

Technology-led freight forwarder and licensed customs broker, positioned at the point where the 2026 tariff changes convert into transaction volume and classification work.

Original record and source trail

Confidence (seed): low · 2026-09-15

Operating through a year in which the legal basis of US tariffs changed three times (IEEPA struck down February, Section 122 from February to July, Section 301 forced-labour tariffs from July), with CBP certifying roughly $107bn of refunds by 2026-08-21.

Products: Ocean and air freight forwarding, Customs brokerage and trade advisory, Landed-cost and tariff analytics

Altana AI

Builds a federated map of global supply chains used by customs authorities and large manufacturers for n-tier origin tracing, forced-labour screening and export-control compliance.

Original record and source trail

Confidence (seed): low · 2026-09-15

Positioned against the Section 301 forced-labour tariffs effective 2026-07-24 covering 60 economies, which make upstream labour traceability a duty-rate variable rather than a reporting exercise.

Products: Value Chain Management System, Supplier and entity risk screening, Origin and forced-labour traceability

Office of the United States Trade Representative (USTR)

The executive agency responsible for Section 301 and Section 122 actions and for USMCA negotiations. After the IEEPA ruling it became the primary instrument of US tariff policy.

Original record and source trail

Confidence (seed): high · 2026-09-15

Determined that 60 economies failed to effectively enforce forced-labour import prohibitions, imposing Section 301 tariffs of 10-12.5% effective 2026-07-24. Named rules-of-origin tightening as a top priority in USMCA negotiations following the 2026-07-01 joint review, with US-Mexico rounds resuming the week of 2026-07-20.

Products: Section 301 investigations and determinations, USMCA negotiation, Exclusion processes

US Surface Transportation Board (STB)

The independent federal agency with exclusive jurisdiction over railroad mergers, rates and service. Its 2001 major-merger rules require an affirmative finding that a combination enhances competition.

Original record and source trail

Confidence (seed): high · 2026-09-15

Accepted the Union Pacific-Norfolk Southern merger application on 2026-05-28, starting a 12-month evidentiary clock with a decision expected around mid-2027. This is the first test of the 2001 major-merger rules against a genuine end-to-end transcontinental combination.

Products: Merger review dockets, Rate reasonableness proceedings, Service orders and reporting requirements

Federal Motor Carrier Safety Administration (FMCSA)

The Department of Transportation agency regulating commercial motor carriers and drivers. Its 2025-26 licensing enforcement is the proximate cause of the US truckload capacity contraction.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Imposed an indefinite freeze on new non-domiciled CDLs and enforced English-language-proficiency requirements as out-of-service violations, driving carrier exits from high-scrutiny states and contributing to spot rates rising 66-76 cents per mile year over year by August 2026.

Products: Commercial driver licensing rules, Safety ratings and out-of-service criteria, Carrier operating authority

US Census Bureau

Producer of the primary measurement series for this sector: construction put in place (C30), manufacturers' shipments, inventories and orders (M3), manufacturing and trade inventories and sales (MTIS), foreign trade (FT-900) and the Business Trends and Outlook Survey.

Original record and source trail

Confidence (seed): high · 2026-09-15

July 2026 C30 showed private manufacturing construction at $167.8bn SAAR, -21.7% year over year. July 2026 FT-900 showed the Vietnam goods deficit ($23.3bn) exceeding China's ($15.2bn). BTOS showed AI use among firms with 250+ employees at 37% over December 2025-May 2026.

Products: C30 Value of Construction Put in Place, M3 Manufacturers' Shipments, Inventories and Orders, FT-900 International Trade, Business Trends and Outlook Survey

Institute for Supply Management (ISM)

Professional association for supply management, publisher of the Manufacturing and Services PMI Reports on Business and the associated panellist commentary, which is one of the few near-real-time qualitative reads on tariff and disruption effects.

Original record and source trail

Confidence (seed): high · 2026-09-15

August 2026 Manufacturing PMI at 54.6%, the eighth consecutive month of expansion, with Prices at 71.1%, Supplier Deliveries at 59.3%, Customers' Inventories at 42.8% and Employment at 51.2%. Tariffs appeared in 29% of negative panellist comments and the Iran conflict in 30%.

Products: ISM Manufacturing PMI Report on Business, ISM Services PMI, CPSM certification

National Association of Manufacturers (NAM)

The largest US manufacturing trade association, publisher of the quarterly Manufacturers' Outlook Survey, which is the most direct measure of how tariff and input-cost pressure is landing on manufacturer sentiment.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026 survey (fielded 12-28 May 2026): 74.2% positive about their own company outlook, down from 75.3%; raw-material costs a top challenge for 83.1%, up 25.6 points in one quarter; trade uncertainty 71.8%; Middle East energy costs 72.0%; expected sales growth cut to 3.3% and production to 3.0%.

Products: Manufacturers' Outlook Survey, Policy advocacy, Manufacturing Institute workforce programmes

VDMA (Verband Deutscher Maschinen- und Anlagenbau)

The German mechanical and plant engineering association, publisher of monthly real order-intake data for the sector that supplies much of the world's capital equipment. The best non-US leading indicator for global factory capex.

Original record and source trail

Confidence (seed): high · 2026-09-15

July 2026 orders +2% year over year in real terms with domestic business weak and international demand carrying the sector; May 2026 was -1%. H1 2026 was slightly positive overall. VDMA cut its 2026 production forecast to zero growth on geopolitical tension and weak domestic demand. Bavaria +6% in July, North Rhine-Westphalia showing weak three-month trends.

Products: Monthly machinery order-intake statistics, Production forecasts, Sector policy advocacy

Eurostat

The statistical office of the European Union, publisher of monthly euro-area and EU industrial production indices with breakdowns by capital, intermediate and consumer goods and by member state.

Original record and source trail

Confidence (seed): high · 2026-09-15

May 2026 industrial production: euro area -0.2% m/m and -1.2% y/y; EU -0.1% m/m and -0.3% y/y. Capital goods +2.6% y/y but non-durable consumer goods -10.7% y/y. Germany -0.8% y/y, France +3.0%, Italy +1.1%.

Products: Industrial production index, Short-term business statistics, EU trade in goods statistics

Cass Information Systems

Freight audit and payment processor whose transaction base produces the Cass Freight Index, the longest-running monthly US freight shipments and expenditures series, published with ACT Research commentary.

Original record and source trail

Confidence (seed): high · 2026-09-15

August 2026 report: shipments index 1.038, +2.1% year over year — the first annual gain since January 2023, ending a 42-month downturn described as the longest on record. Expenditures +18.7% y/y; truckload linehaul index 153.9, +11.3% y/y. ACT Research commentary: 'the bottom is probably in'.

Products: Cass Freight Index (shipments and expenditures), Cass Truckload Linehaul Index, Cass Intermodal Price Index, Freight audit and payment

Drewry Shipping Consultants

Independent maritime research and advisory firm, publisher of the weekly World Container Index, the most widely cited container spot-rate benchmark, alongside port congestion and capacity analysis.

Original record and source trail

Confidence (seed): high · 2026-09-15

WCI composite $4,476 per 40ft on 2026-09-10, versus $2,712 on 2026-05-21. Shanghai-Los Angeles $7,352 and Shanghai-New York $9,726 on 10 September. Drewry noted selective Suez service return putting downward pressure on rates, eight blank sailings scheduled, and Shanghai port congestion improving from 94 to 64 hours.

Products: World Container Index, Container Forecaster, Port and terminal benchmarking

Center for Strategic and International Studies — Critical Minerals Security Program

Think-tank programme producing quantified analysis of critical-minerals trade flows, export controls and Western supply responses using Chinese and US customs data.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published 'Rare Earth Export Restrictions One Year Later' on 2026-04-27, documenting US yttrium imports of 17 tonnes over April-December 2025 versus 333 tonnes in the comparable prior period, and that US Mountain Pass production of 8,900 tonnes in 2025 covered only about one third of US consumption.

Products: Policy analysis and commentary, Trade-flow datasets and briefs

Rhodium Group

Independent research provider specialising in China's economy and global trade reallocation, notable for distinguishing customs-level trade diversion from value-added dependence.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published analysis showing China's share of US imports fell from 21.9% (2017) to 13.8% (2024) while China's share of global manufacturing value added rose 3.3 percentage points, and documenting the widening gap between Chinese export records and US import records.

Products: China Pathfinder, Trade and investment research notes, Bespoke advisory

Penn Wharton Budget Model

University of Pennsylvania research initiative producing non-partisan estimates of the effective US tariff rate and tariff revenue using customs data, distinguishing observed effective rates from pre-substitution rates.

Original record and source trail

Confidence (seed): high · 2026-09-15

Updated 2026-09-09: average effective US tariff rate 6.7% in July 2026 versus 2.3% in January 2025; gross customs revenue ~$298.5bn January 2025 to July 2026 with net revenue ~$132.5bn after roughly $107bn of CBP-certified refunds as of 2026-08-21.

Products: Effective tariff rate and revenue estimates, Fiscal and macroeconomic policy briefs

Bank of Korea

South Korea's central bank, publisher of issue notes on global economic linkages that quantify how Korean value added reaches final demand through third-country supply chains — a rare non-US primary read on trade fragmentation.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Issue note 'How Are Global Economic Linkages Being Reshaped Amid Geopolitical Fragmentation?' reported 2026-09-13: Korean exports to Vietnam serving US final demand rose to 18.5% in 2022 from 11.1% in 2016; semiconductors and electronics serving US final demand rose to 21.0% from 12.8%; Korean value added reaching the US via ASEAN rose to 8.3% from 4.9%.

Products: Issue notes and research papers, Monetary policy and statistics

International Air Transport Association (IATA)

Global airline trade association, publisher of monthly air cargo market analysis (cargo tonne-kilometres, capacity and load factors) and the semi-annual industry financial outlook.

Original record and source trail

Confidence (seed): high · 2026-09-15

February 2026 CTKs +11.2% y/y with load factor 46.0%. On 2026-06-08 cut the 2026 cargo growth forecast to 0.2% (71.7m tonnes) from 2.6% in March, citing Middle East conflict and the Strait of Hormuz closure; cargo revenue still forecast at $162bn (+7.2%) on yields +6.5%, with airline profits falling from $45bn to $23bn and fuel costs rising from $252bn to $350bn.

Products: Air Cargo Market Analysis, Industry financial forecasts, Cargo and ground operations standards

Port of Los Angeles

The largest US container port by volume, publishing monthly loaded import, loaded export and empty container statistics — the highest-frequency public read on transpacific containerised trade.

Original record and source trail

Confidence (seed): high · 2026-09-15

August 2026: loaded imports 500,301.50 TEU (-0.84% y/y), loaded exports 115,561.25 TEU (-9.28% y/y), total 955,906.50 TEU (-0.26%). Calendar 2026 to date 7,038,973.25 TEU, +1.51% versus 6,934,004.15 TEU in the same period of 2025.

Products: Container terminal capacity, Monthly container statistics, Port Optimizer data services

Gracelin Baskaran

Director of the Critical Minerals Security Program at CSIS and a mining economist. One of the most-cited analysts on the quantified effects of Chinese rare-earth export controls.

Original record and source trail

Confidence (seed): high · 2026-09-15

Co-authored 'Rare Earth Export Restrictions One Year Later' (2026-04-27), the most detailed public accounting of how Chinese licensing has reallocated rare-earth flows by destination country.

Products: Policy analysis, Congressional testimony, Trade-flow research

Vincent Clerc

Chief Executive Officer of A.P. Moller-Maersk, leading the company's integrator strategy and the Gemini Cooperation network with Hapag-Lloyd.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Stated in Q2 2026 reporting that Maersk would achieve substantial volume and earnings growth across its operations, as the company raised full-year EBITDA and EBIT guidance by roughly $2bn against a February consensus expecting the company's first annual loss since 2017.

Products: n/a

Roland Busch

President and Chief Executive Officer of Siemens AG, driving the Xcelerator software strategy and the company's positioning in industrial AI.

Original record and source trail

Confidence (seed): high · 2026-09-15

Said in fiscal Q1 2026 that 'data centers demand has materially exceeded our expectations', with that segment growing 35% and US orders up 54%. In Q2 FY2026 framed the company as expanding its leadership position in industrial AI.

Products: n/a

Heidi E. Crebo-Rediker

Senior Fellow at the Council on Foreign Relations and former Chief Economist at the US State Department, writing on the US government's shift to equity participation in critical-minerals companies.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published 'The Shareholder State: Washington's Improvised Bet on Critical Minerals' on 2026-07-30, cataloguing federal equity and equity-linked positions in MP Materials, Korea Zinc, USA Rare Earth, Lithium Americas and Trilogy Metals.

Products: Policy analysis and commentary

Eclipse Ventures

Venture firm focused explicitly on digitising physical industries — manufacturing, supply chain, logistics and industrial infrastructure — and one of the few dedicated industrial-technology investors at scale.

Original record and source trail

Confidence (seed): low · 2026-09-15

Active in industrial and supply-chain technology through a period in which overall venture capital concentrated heavily in AI: per the macro brief, more than 70% of Q2 2026 global VC went to AI-focused companies, with Q2 deal count at its lowest since Q3 2017, which compresses funding availability for industrial startups outside the AI narrative.

Products: Early and growth-stage venture capital

BYD Company Limited

The world's largest NEV manufacturer by volume and one of the few OEMs vertically integrated into its own battery cells. Second-largest global EV battery supplier at 14.7% share for Jan-Jul 2026.

Original record and source trail

Confidence (seed): high · 2026-09-15

Led Chinese exports to Latin America in May 2026 with 43,924 units to Central & South America versus 18,366 to EU+UK+EFTA; 35.4% share of Chinese NEV exports in August 2026; battery installations 106.7 GWh Jan-Jul 2026 (+4.7%).

Products: BEV and PHEV passenger cars, Blade LFP battery packs, Commercial vehicles, Seagull/Dolphin Surf, Song, Qin

Tesla, Inc.

US EV manufacturer, energy storage supplier and operator of the Supercharger network, whose NACS/J3400 connector became the de facto North American standard. Also operates a supervised and partially unsupervised robotaxi service.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Q2 2026: over 450,000 vehicles produced, over 480,000 delivered, 13.5 GWh energy storage deployed (2026-07-02). Tesla ATP $52,616 in August 2026, -3.4% YoY. Robotaxi operations reported across several Sun Belt metros plus the SF Bay Area with a safety driver; no ride volume disclosed and Texas has no California-equivalent AV reporting regime.

Products: Model 3/Y/S/X, Cybertruck, Cybercab, Supercharger network, Megapack, Full Self-Driving (Supervised)

Volkswagen Group

Europe's largest automotive group by volume, spanning VW, Audi, Porsche, Skoda, SEAT/Cupra and commercial vehicles, and the most exposed to European capacity overhang.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Supervisory board approved a restructuring plan on 2026-09-03 with a reported EUR 16bn provision and around 50,000 further job cuts to 2030, on top of 50,000 agreed in late 2024. Emden, Zwickau, Hanover and Neckarsulm have until June 2027 to secure alternative production concepts. First automaker to accept an EU minimum-price undertaking on Chinese-built EVs, with a 20.7% tariff suspended in exchange.

Products: ID.3 / ID.4 / ID.7 / ID.Buzz, Golf and Tiguan, MEB and SSP platforms

Stellantis N.V.

Multi-brand transatlantic group (Peugeot, Citroen, Fiat, Jeep, Ram, Opel/Vauxhall, Chrysler, Alfa Romeo, Maserati) formed from the PSA-FCA merger.

Original record and source trail

Confidence (seed): high · 2026-09-15

Reported a FY2025 net loss of EUR 22.3bn on EUR 25.4bn of one-time charges, revenue EUR 153.5bn (-2%), adjusted operating margin -0.5% and industrial free cash flow of -EUR 4.5bn (2026-02-26). Retreated from EV targets, with the CEO citing over-estimation of the pace of the energy transition; dropping PHEV technology in parts of the lineup and reallocating volume to its Serbian plant.

Products: Jeep and Ram lines, Fiat Grande Panda, Citroen C3, STLA platforms

Toyota Motor Corporation

The world's largest automaker by volume and the principal beneficiary of the 2026 shift in US demand toward hybrids, having resisted a BEV-only strategy.

Original record and source trail

Confidence (seed): medium · 2026-09-15

US hybrids reached a record 16% of light-duty sales in Q2 2026 while BEVs fell to 6%, validating Toyota's multi-powertrain position. Solid-state production timelines have slipped repeatedly and no volume programme is shipping as of 2026.

Products: Hybrid-electric vehicles across the range, RAV4 and Corolla, bZ series BEVs, Solid-state battery R&D

Nissan Motor Co., Ltd.

Japanese volume manufacturer undergoing the deepest restructuring of any major Japanese OEM under its Re:Nissan plan.

Original record and source trail

Confidence (seed): high · 2026-09-15

Announced a restructuring of its Japan business on 2026-09-10 to strengthen global competitiveness (Japanese-language release). Previously moved to close plants in Mexico and Japan and to withdraw from its Indian joint venture with Renault.

Products: Leaf and Ariya, Rogue/X-Trail, e-POWER series hybrids

Geely Holding Group

Chinese group spanning Geely, Zeekr, Lynk & Co, Volvo Cars, Polestar and Lotus, pursuing multi-regional export expansion rather than a single beachhead market.

Original record and source trail

Confidence (seed): high · 2026-09-15

May 2026 exports: 31,507 units to CIS countries, 21,054 to Southeast Asia, 16,137 to EU+UK+EFTA, 14,726 to Central & South America and 13,231 to Africa. Zeekr supplies a purpose-built platform into Waymo's next-generation fleet.

Products: Zeekr models including the Waymo-platform Zeekr RT, Geely Galaxy, Volvo and Polestar BEVs

Chery Holding Group

China's long-standing export leader, with the largest Chinese-brand volume into Europe in mid-2026 and a dual-core strategy across Europe and the CIS.

Original record and source trail

Confidence (seed): medium · 2026-09-15

May 2026 exports: 55,672 units to EU+UK+EFTA, 44,020 to CIS, 17,141 to Central & South America, 12,680 to Africa, 10,761 to Southeast Asia and 10,740 to the Middle East.

Products: Tiggo SUV series, Omoda and Jaecoo brands, Exeed premium line

SAIC Motor / MG

Chinese state-linked group whose MG brand is the highest-volume Chinese marque in Europe and the most established in the UK.

Original record and source trail

Confidence (seed): medium · 2026-09-15

MG remains the leading Chinese brand by European volume in H1 2026 per third-party tallies; Chinese brands collectively reached roughly 10% of European new-car sales by December 2025 and about 13% in the UK.

Products: MG4, MG ZS, MG HS plug-in hybrid

Contemporary Amperex Technology Co. (CATL)

The world's largest EV battery manufacturer and the principal setter of global cell cost, supplying most major OEMs including several European and Japanese groups.

Original record and source trail

Confidence (seed): high · 2026-09-15

39.9% of global EV battery installations for Jan-Jul 2026 at 289.6 GWh, up 26.6% year on year - growing faster than a market that itself grew 20.4%.

Products: LFP and NMC cells, Shenxing fast-charge LFP, Qilin cell-to-pack, Sodium-ion cells

LG Energy Solution

The largest non-Chinese EV battery manufacturer and the anchor of several North American OEM joint ventures.

Original record and source trail

Confidence (seed): high · 2026-09-15

8.3% of global EV battery installations Jan-Jul 2026 at 60.3 GWh, up only 4.5% against market growth of 20.4% - a material share loss.

Products: NMC pouch and cylindrical cells, LFP cells for storage and entry EVs, JV cell plants in North America

SK On

Korean cell manufacturer, part of SK Innovation, heavily exposed to North American OEM programmes affected by the US EV demand reset.

Original record and source trail

Confidence (seed): high · 2026-09-15

Installations fell 9.8% year on year to 22.3 GWh for Jan-Jul 2026 while the market grew 20.4% - the only top-ten supplier in absolute decline.

Products: NMC pouch cells, JV cell plants with Ford and Hyundai

Ford Motor Company

US volume manufacturer with high exposure to Section 232 tariff costs and to the loss of the US GHG compliance regime.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Reported acute skilled-labour shortages, including a need for around 5,000 US repair mechanics with salaries advertised near $160,000 in Ohio (2026-02-10). Exposed to the EPA GHG rescission that removed the compliance-credit market.

Products: F-150 and F-150 Lightning, Mustang Mach-E, Bronco, Transit

General Motors

US volume manufacturer; formerly the parent of Cruise, whose California driverless permit was suspended in October 2023 - the sector's canonical robotaxi failure case.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Exposed to the EPA rescission of vehicle GHG standards effective 2026-04-20 and to the US BEV share decline to 6% in Q2 2026.

Products: Chevrolet Silverado and Equinox EV, Cadillac Lyriq, Ultium platform

Hyundai Motor Group

Korean group (Hyundai, Kia, Genesis) with substantial US assembly, a strong hybrid line-up and a supply relationship into Waymo's robotaxi fleet.

Original record and source trail

Confidence (seed): medium · 2026-09-15

The Ioniq 5 is one of two next-generation platforms Waymo is introducing alongside the Zeekr RT. Hyundai's hybrid range benefits from the US shift to hybrids at a record 16% share in Q2 2026.

Products: Ioniq 5 and Ioniq 9, Kia EV series, Hybrid crossovers

Waymo LLC

Alphabet's autonomous driving subsidiary and the only operator with a California CPUC driverless deployment permit, running the largest paid driverless ride-hail service in the world.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Weekly paid trips grew from about 50,000 in May 2024 to about 500,000 by March 2026 across ten cities, with a fleet of 3,067 fifth-generation vehicles per December 2025 NHTSA filings. Reports 220.6 million cumulative rider-only miles through March 2026 concentrated in five metros. IIHS independently found 68% fewer police-reportable crashes per mile (2026-07-23).

Products: Waymo One ride-hail service, Waymo Driver autonomous system

Zoox, Inc.

Amazon-owned developer of a purpose-built robotaxi with no manual controls, and the first company to receive a commercial FMVSS exemption from NHTSA.

Original record and source trail

Confidence (seed): high · 2026-09-15

Received NHTSA's first-ever commercial exemption on 2026-07-30/31 permitting up to 2,500 vehicles annually for two years and waiving eight FMVSS. Began paid driverless service on the Las Vegas Strip on 2026-08-10, with free waitlisted service in San Francisco and employee-only operation in Austin.

Products: Purpose-built bidirectional robotaxi, Zoox ride-hail service

Aurora Innovation, Inc.

Publicly listed developer of the Aurora Driver for Class-8 freight, operating the first commercial driverless trucking service in the United States.

Original record and source trail

Confidence (seed): high · 2026-09-15

Reported nearly 440,000 cumulative commercial driverless miles through end-June 2026 across ten Sun Belt routes. Launched second-generation trucks on 2026-07-22 with Roush targeting a 1,000-truck annual run rate; Charger Logistics and Value Truck committed to deployments in July 2026.

Products: Aurora Driver, Second-generation International LT driverless tractor

Baidu, Inc. (Apollo Go)

Chinese search and AI company operating the Apollo Go robotaxi service, the largest autonomous ride-hail operation outside the United States by city count.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026 results (2026-08-18) reported Apollo Go in 28 cities with over 350 million cumulative autonomous kilometres and over 240 million fully driverless. Launched fully driverless commercial operations in Dubai, received Hong Kong permits, began London testing with Uber and Lyft and Swiss testing with PostBus. Notably disclosed no quarterly ride count, fleet size or unit economics in that release.

Products: Apollo Go robotaxi service, Apollo autonomous driving platform

WeRide Inc.

US-listed Chinese autonomous driving company operating robotaxis, robobuses and sanitation vehicles across China, the Middle East and Singapore.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Listed among CPUC California AV pilot-programme quarterly filers for Q2 2026, but has no US paid driverless service. Expansion concentrated in the Gulf states and Singapore.

Products: Robotaxi, Robobus, Robosweeper

Ionna

High-power charging network joint venture formed by a consortium of global automakers to build North American fast-charging capacity.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Building into a US network that reached 75,589 DC fast ports as of 2026-09-14, at a time when US BEV share fell to 6% - meaning utilisation per port, not port count, is the binding economic question.

Products: High-power DC fast charging bays, Rechargeries

National Highway Traffic Safety Administration (NHTSA)

US federal vehicle safety regulator, responsible for FMVSS, exemptions, defect investigations and the Standing General Order requiring crash reporting for ADS and ADAS vehicles.

Original record and source trail

Confidence (seed): high · 2026-09-15

On 2026-07-30 granted Zoox the first-ever commercial FMVSS exemption (up to 2,500 vehicles annually for two years, waiving eight standards), issued an interim final rule expanding exemption eligibility, funded a three-year $5m SAE A2SCEND consortium for national AV performance standards, and announced the first AV guidance update since 2017. Proposed amendments to crash-avoidance standards for vehicles without manual controls in March 2026.

Products: FMVSS, Part 555 exemptions, Standing General Order crash reporting, AV Exemption Program

US Environmental Protection Agency (EPA)

US federal air-quality regulator, historically the source of vehicle greenhouse-gas standards and of California Clean Air Act waivers.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published a final rule on 2026-02-18 (91 FR 7686, docket EPA-HQ-OAR-2025-0194) rescinding the 2009 endangerment finding and all light-, medium- and heavy-duty vehicle GHG standards, effective 2026-04-20. Proposed delaying Tier 4 standards from MY2027 to MY2029 in May 2026 and loosening heavy-duty useful-life and warranty periods in July 2026; sent four California waivers to Congress in June 2026 for CRA repeal.

Products: Vehicle GHG standards (rescinded), Tier 3/Tier 4 criteria pollutant standards, Clean Air Act waivers

California Public Utilities Commission - Autonomous Vehicle Programs

The California regulator that licenses autonomous passenger service and requires quarterly reporting of vehicle miles travelled during passenger service, empty miles, idle time and occupancy - the most granular public robotaxi dataset in existence.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published Q2 2026 quarterly reports: Waymo under the deployment programme, and Nuro, Tensor, Waymo, WeRide and Zoox under the pilot programme. Its data underpins the peer-reviewed finding that 46.4% of California robotaxi vehicle miles carried no passenger between August 2023 and December 2025.

Products: Driverless Deployment permits, Drivered Deployment permits, AV Pilot programme, Quarterly reporting

California Department of Motor Vehicles - Autonomous Vehicles Program

Issues AV testing and deployment permits in California and collects annual disengagement and mileage reports from permit holders.

Original record and source trail

Confidence (seed): high · 2026-09-15

Reported on 2026-02-20 that AV permit holders logged more than 9 million test miles on California public roads between 2024-12-01 and 2025-11-30, while cautioning that the reports are not designed for comparative analysis across companies. Suspended Cruise's driverless permits on 2023-10-24 - the sector's precedent for abrupt regulatory reversal.

Products: AV testing permits, Driverless testing permits, Annual disengagement and mileage reports

European Commission (DG CLIMA / DG MOVE)

Proposes and enforces EU vehicle CO2 standards, type approval and trade remedies including the countervailing duties on Chinese battery-electric vehicles.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published an automotive package on 2025-12-16 proposing to replace the 2035 100% CO2 reduction with 90%, permitting PHEVs, range extenders and ICE with the residual offset via EU low-carbon steel or sustainable fuels, and adding super-credits for small EU-built affordable EVs. The proposal remains in Parliament and Council negotiation as of 2026-09-15. Separately suspended a 20.7% duty on Volkswagen in exchange for a minimum-price undertaking.

Products: CO2 standards for cars and vans, EU type approval, Countervailing duties and minimum-price undertakings

Ministry of Industry and Information Technology (MIIT), China

China's industrial regulator, responsible for NEV technical standards, the NEV purchase-tax eligibility rules and the anti-involution campaign against destructive price competition.

Original record and source trail

Confidence (seed): high · 2026-09-15

The NEV purchase-tax exemption was halved to an effective 5% capped at RMB 15,000 from 2026-01-01, with the 2026 standard removing tax breaks from hybrids under 100km electric range. A 2% lithium-battery consumption tax took effect 2026-09-01, rising to 4% in 2027, with sodium-ion, solid-state and fuel cells exempt through 2028-12-31. Guidance issued on 30-to-60-day supplier payment terms and on fair competition in overseas markets.

Products: NEV technical standards, NEV purchase tax eligibility, Supplier payment rules, Overseas competition guidelines

European Automobile Manufacturers' Association (ACEA)

The trade association of European vehicle manufacturers and the authoritative publisher of EU/EFTA/UK new-vehicle registration statistics by powertrain and by market.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published H1 2026 registrations on 2026-07-23: EU registrations +5.7%, BEV 20.7% share at 1,220,890 units, HEV 37.3%, PHEV 9.8%, petrol 22.2% (-17.2%), diesel 7.5% (-16.5%). Takes a summer publication break, so August 2026 data is scheduled for 2026-09-24 and no July release exists - a real data gap for any mid-September analysis.

Products: Monthly passenger car registration releases, Commercial vehicle registration releases, Position papers

China Association of Automobile Manufacturers (CAAM)

China's national automotive industry association and the primary publisher of monthly production, sales, NEV and export statistics for the world's largest vehicle market.

Original record and source trail

Confidence (seed): high · 2026-09-15

August 2026 data (released 2026-09-12): production 2.684m (-4.7% YoY) and sales 2.712m (-5.1%); NEV production 1.653m and sales 1.643m (+17.8%), a record 60.6% NEV share; exports 1.01m units (+65.3%). Jan-Aug: production 20.255m, sales 20.315m, NEV sales 10.65m (+10%), exports 7.15m (+66.7%) of which 3.44m NEVs (+120%). The caam.org.cn site served a stale index on this research date, so figures were read through Chinese-media intermediaries.

Products: Monthly production and sales statistics, NEV statistics, Export statistics, Industry forecasts

Insurance Institute for Highway Safety (IIHS)

Insurance-industry-funded vehicle safety research organisation whose crash-test ratings and statistical analyses carry substantial regulatory and consumer weight.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published the first major independent analysis of driverless crash rates on 2026-07-23, finding Waymo involved in 68% fewer police-reportable crashes per mile than human drivers across roughly 50 million driverless miles (2021-2024), with 85% fewer single-vehicle and 81% fewer injury crashes, but results varying by city (Phoenix -76%, LA -71%, SF -35%, Austin +4% on a small sample) and warning that the present data-collection system cannot support monitoring a large-scale expansion.

Products: Crashworthiness and crash-avoidance ratings, Statistical safety studies, Top Safety Pick awards

SNE Research

Korean battery and energy market research firm whose monthly global EV battery installation rankings are the sector's de facto share benchmark.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Reported global EV battery installations of 725.2 GWh for Jan-Jul 2026, up 20.4%, with CATL at 39.9% and BYD 14.7%, and seven Chinese firms in the top ten holding 72.8% combined, up 3.1 percentage points year on year. Methodology is proprietary, so its figures are recorded as estimates rather than facts.

Products: Global EV battery installation rankings, Battery market forecasts

Rhodium Group

Independent research provider specialising in China's economy and industrial policy, including quantified estimates of Chinese auto sector subsidies.

Original record and source trail

Confidence (seed): high · 2026-09-15

Estimated RMB 342bn of central government auto subsidies in 2025 (RMB 150bn scrappage/trade-in plus RMB 192bn NEV purchase-tax exemption), roughly 3% of central fiscal revenue and 7% of passenger car retail sales, with average car prices falling about 10% year on year and operating margins declining from 5.1% to 4.2%.

Products: China auto subsidy analysis, Industrial policy research

Federal Reserve Bank of Philadelphia - Consumer Finance Institute

Research arm of a Federal Reserve Bank publishing analysis of US consumer credit, including auto lending distress.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published an April 2026 report finding overall 60+ day auto delinquency at 1.68% (highest since 2008) and subprime 60+ at approximately 6% (highest in 20+ years of data), with subprime borrowers being 17% of accounts but nearly two-thirds of delinquencies, 62% of defaulted loans originated 2021-2023 and 29.3% of new-vehicle trade-ins in negative equity in Q4 2025 - while arguing headline rates overstate new distress.

Products: Consumer finance research reports, Auto loan delinquency analysis

Cox Automotive / Kelley Blue Book

Automotive services and data group operating Manheim, Autotrader, Kelley Blue Book and the most widely cited US transaction-price and used-value indices.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Reported an August 2026 new-vehicle ATP of $50,089 (+1.9% YoY) with incentives at 6.5% of ATP, an EV ATP of $54,813, an August SAAR of 16.8m (sixth consecutive month above 16m), 2.68m units of inventory at 73 days' supply, and a used-vehicle value index of 208.2, described as the highest since 2022. Note its full-year 2026 forecast of 15.8m sits in tension with its own SAAR series. As a commercial data vendor with dealer-side clients, its framing has a commercial interest.

Products: Kelley Blue Book ATP reports, Manheim Used Vehicle Value Index, Dealer software and wholesale auctions

Amazon.com, Inc. (corporate investor in mobility)

Corporate investor and owner in the autonomy and EV space: sole owner of robotaxi developer Zoox since 2020 and a large shareholder in Rivian, which builds its electric delivery vans.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Zoox, wholly owned by Amazon, received NHTSA's first-ever commercial FMVSS exemption on 2026-07-30/31 for up to 2,500 vehicles annually and began paid driverless service on the Las Vegas Strip on 2026-08-10. Amazon is one of only two corporate parents (with Alphabet) financing a driverless fleet at scale, which is why mobility autonomy capital is far less venture-dependent than headline VC figures suggest.

Products: Corporate venture and acquisition capital, Zoox robotaxi, Rivian Electric Delivery Van

University of Michigan Transportation Research Institute (UMTRI) and Mcity

University research institute and connected/automated vehicle proving ground, historically one of the principal independent academic sources on US vehicle safety, driver behaviour and naturalistic driving data.

Original record and source trail

Confidence (seed): low · 2026-09-15

unverified - no specific 2026 output was verified within this research budget. Listed because Phase 2 needs an independent academic counterweight to operator-published AV safety statistics, and because the IIHS study of 2026-07-23 explicitly called the national AV crash data-collection system inadequate, which is a research-capacity gap that academic institutions are positioned to fill.

Products: Naturalistic driving studies, Mcity connected and automated vehicle test facility, Vehicle safety and human-factors research

Tekedra Mawakana

Co-Chief Executive Officer of Waymo, responsible for the commercial and policy side of the largest paid driverless ride-hail operation in the world.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Waymo's weekly paid trips grew roughly tenfold from about 50,000 in May 2024 to about 500,000 by March 2026, with cumulative rider-only mileage of 220.6 million through March 2026. Role title not re-verified against a primary Waymo or Alphabet disclosure on this research date.

Products: Waymo One commercial strategy, AV regulatory engagement

Chris Urmson

Co-founder and Chief Executive Officer of Aurora Innovation, previously technical lead of Google's self-driving car project - one of the longest continuous careers in the field.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Aurora reported nearly 440,000 cumulative commercial driverless miles through end-June 2026 across ten Sun Belt routes and launched second-generation driverless trucks on 2026-07-22. Role title not re-verified against a primary filing on this research date.

Products: Aurora Driver, Commercial driverless freight

Jonathan Morrison

Administrator of the National Highway Traffic Safety Administration, named in NHTSA's July 2026 automated-vehicle policy announcement.

Original record and source trail

Confidence (seed): high · 2026-09-15

Named in NHTSA's 2026-07-30 announcement granting Zoox the first-ever commercial FMVSS exemption, issuing an interim final rule on exemption eligibility, funding a three-year $5m SAE A2SCEND consortium for national AV performance standards, and committing to the first AV guidance update since 2017.

Products: NHTSA AV Exemption Program, Part 555 exemption reform, National AV performance standards initiative

Wang Chuanfu

Founder and Chairman of BYD, the manufacturer that industrialised LFP blade-pack architecture and now leads Chinese vehicle exports to Latin America.

Original record and source trail

Confidence (seed): medium · 2026-09-15

BYD led Chinese NEV exports with a 35.4% share in August 2026 and shipped 43,924 units to Central & South America in May 2026 alone - more than double its EU+UK+EFTA volume that month. Role title not re-verified against a primary BYD filing on this research date.

Products: BYD BEV and PHEV lines, Blade LFP battery

Blackstone Inc.

The largest listed alternative asset manager, and the principal architect of the perpetual-capital wealth-channel model through BREIT and BCRED.

Original record and source trail

Confidence (seed): high · 2026-09-15

Raised BCRED's quarterly redemption limit from 5% to 7.9% in Q1 2026 and met redemptions in full, with executives contributing personal funds. Announced joint public-private investment solutions with Wellington and Vanguard on 2026-07-22. Reported Q2 2026 earnings on 2026-07-23.

Products: BCRED (non-traded BDC), BREIT, Blackstone Strategic Partners (secondaries), Private equity and infrastructure funds

Blue Owl Capital Inc.

Listed alternative manager built around private credit, GP stakes and net-lease real estate, with heavy exposure to the non-traded BDC wealth channel.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Blue Owl Capital Corp. II closed quarterly redemptions on 2026-02-18 and returned approximately 30% of NAV in March 2026 via asset-sale-funded capital distributions. Blue Owl shares were reported down 60% year on year to $9.02 as of 2026-03-25; this share-price figure was not independently verified.

Products: OBDC and OBDC II (BDCs), GP Strategic Capital (GP stakes), Net lease strategies

Apollo Global Management

Listed alternative manager whose Athene retirement-services balance sheet makes it the clearest example of permanent capital replacing episodic fund capital.

Original record and source trail

Confidence (seed): low · 2026-09-15

Active participant in the 2026 retail and retirement private-markets expansion; specific 2026 AUM figures not verified from primary IR for this dossier.

Products: Athene annuities, Private credit and origination platforms, Hybrid value and PE funds

KKR & Co. Inc.

Listed global private equity and infrastructure manager, and one of the largest sponsors of continuation vehicles and wealth-channel perpetual products.

Original record and source trail

Confidence (seed): low · 2026-09-15

Named among the large managers driving the semi-liquid and evergreen vehicle build-out described in McKinsey's 2026 private markets report.

Products: Americas and Asia PE funds, K-Series wealth vehicles, Infrastructure and real assets

StepStone Group Inc.

Listed private-markets solutions manager with one of the largest dedicated venture-secondaries platforms, plus evergreen wealth vehicles.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Active in the record H1 2026 secondaries market; venture secondary trading runs at roughly $100B annually per PitchBook.

Products: Secondaries and co-investment funds, StepStone Private Markets evergreen vehicles, VC secondaries

Andreessen Horowitz (a16z)

The largest US venture platform by capital raised; one of three firms that together took 48.1% of all US venture capital raised in H1 2026.

Original record and source trail

Confidence (seed): medium · 2026-09-15

One of three firms accounting for 48.1% of US venture capital raised in H1 2026 (PitchBook-NVCA Q2 2026).

Products: Multi-strategy venture, growth and crypto funds, Registered investment adviser structure

Thrive Capital

Growth-stage investor closely associated with the largest private AI rounds; one of three firms that together took 48.1% of US venture capital raised in H1 2026.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Named in the Q2 2026 Venture Monitor as one of three firms taking 48.1% of all US venture capital raised in H1 2026.

Products: Thrive growth funds, Single-company vehicles

Founders Fund

Venture firm with long-standing positions in defence, space and frontier technology; one of three firms that together took 48.1% of US venture capital raised in H1 2026.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Named in the Q2 2026 Venture Monitor among the three firms taking 48.1% of US venture capital raised in H1 2026. Long-standing SpaceX investor ahead of the June 2026 IPO.

Products: Venture and growth funds

Uncork Capital

Long-running seed fund, cited as a representative voice on how seed check sizes and ownership targets have moved.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Quoted in May 2026 that the firm still targets at least 10% ownership while its average check has grown from $2.5M or less to $4.5M.

Products: Seed funds

Evercore Private Capital Advisory

One of the two dominant secondary-market advisers whose half-yearly volume reports function as the market's scoreboard.

Original record and source trail

Confidence (seed): high · 2026-09-15

Evercore data underpinned the H1 2026 record: secondary volume above $120B, up 20%, with GP-led deals at 53.7% and single-asset continuation vehicles at $34B.

Products: LP-led and GP-led secondary advisory, Continuation vehicle structuring

Jefferies Global Secondary Market Advisory

The other dominant secondaries adviser; its Global Secondary Market Review is the most-cited volume series in the sector.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Beckelman was quoted in July 2026 that record H1 volume was remarkable given several years of volatility.

Products: Secondary advisory, GP-led restructurings

Lexington Partners

One of the largest dedicated secondaries managers, active in both LP-led portfolio purchases and GP-led continuation vehicles.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Named among the buyers in the record H1 2026 secondary market.

Products: Lexington Capital Partners funds, Co-investment funds

Carta

Cap-table and fund-administration platform whose Data Desk publishes the most granular public series on private-round terms, valuations and fund performance.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published State of Private Markets Q1 2026 (2026-05-29, down-round rate 11.4%, AI Series A median ~$300M vs ~$55M non-AI), VC Fund Performance Q1 2026 (2026-06-04, 2,775 funds / $119.3B) and State of Pre-Seed Q2 2026 (2026-08-13, $3.19B across 11,500+ instruments vs 14,825 a year earlier).

Products: Cap table management, Fund administration, Carta Data Desk research

Forge Global

Listed marketplace for secondary transactions in private company shares, including employee and early-investor liquidity.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Named by Anthropic on 2026-05-12 among platforms whose new offerings of Anthropic stock exposure the company declared void, alongside an explicit prohibition on SPV acquisitions of its stock.

Products: Forge Markets, Forge Price data, Forge Trust custody

Sydecar

Automated SPV and syndicate formation platform; part of the infrastructure that reduced the cost of single-company vehicles to near zero.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Named by Anthropic on 2026-05-12 among platforms whose offerings of exposure to its shares the company declared void; Anthropic explicitly prohibited SPV acquisition of its stock.

Products: SPV formation and administration, Fund-in-a-box products

iCapital

Feeder-fund and operations platform connecting wealth advisers to private-market funds; core plumbing for the retail-access expansion.

Original record and source trail

Confidence (seed): low · 2026-09-15

Central to the distribution of the evergreen and semi-liquid vehicles whose AUM approached $500B by Q1 2025 per MSCI.

Products: Feeder funds, Alternative investment operating system, Education and research

PitchBook (Morningstar)

Private-markets data platform; co-publisher with NVCA of the Venture Monitor, and the source of most fund-performance and exit-concentration figures in this dossier.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published the Q2 2026 Venture Monitor (2026-07-09), the 'all IRR, no DPI' analysis (2026-08-04, 0.05x 2021-vintage DPI, -$202B net LP cash flow, four companies = 93.5% of exit value) and the Q2 2026 Global Private Market Fundraising Report (2026-09-03).

Products: PitchBook Platform, Venture Monitor, Global Private Market Fundraising Report, Benchmarks

Crunchbase

Startup funding database whose H1 2026 global total of $510B sits against KPMG's $560.4B - the canonical worked example of methodological divergence in this research programme.

Original record and source trail

Confidence (seed): high · 2026-09-15

Reported Q2 2026 exits (32 IPOs above $1B, 24 M&A at/above $1B, $113B M&A value), Asia Q2 2026 at $42.8B with China just over $30B, and seed graduation rates falling to 16% for the 2024 cohort.

Products: Crunchbase Pro, Crunchbase News, API

Dealroom.co

European-headquartered private-markets data platform; a primary regional counterweight to US-centric datasets.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Reported the UK at a record 48.4% of European VC funding in 2026 year to date against a decade-long 33-37% norm. Page is undated.

Products: Dealroom platform, Ecosystem reports, Public sector dashboards

Tracxn Technologies

Listed Indian private-markets data company; the standard regional source for Indian startup funding.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Its India Tech Annual Funding Report 2026 reported FY26 funding of $11.7B, down 18%, with late-stage down 38% and 47 IPOs in FY2025-26 versus 31 the prior year.

Products: Tracxn platform, India Tech annual and quarterly reports

Cambridge Associates

Institutional investment adviser and producer of the most widely cited independent US PE and VC benchmark indices.

Original record and source trail

Confidence (seed): high · 2026-09-15

Its January 2026 commentary on 1H 2025 data reported the US VC Index up 6.4%, contributions of $26.9B against distributions of $16.1B, and calls exceeding distributions by 1.6x since the start of 2022 - independent corroboration of the DPI drought.

Products: US Venture Capital Index, US Private Equity Index, Benchmark commentaries

MSCI Private Capital Solutions

MSCI's private-capital data arm, built on the former Burgiss dataset; a rare non-GP source of fund-level cash-flow data.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published March 2026 research on evergreen funds: AUM approaching $500B as of Q1 2025, growth above 30% in the twelve months to September 2025, wealth investors at one-fifth of AUM, and named risks of liquidity mismatch and valuation smoothing.

Products: Private capital indexes, Burgiss-derived fund data, Research and blog series

OpenAI

Included here solely as a private-markets position: one of two companies that together took 43% of all H1 2026 global venture funding. Its technology and products belong to industry 01.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Subject of an unauthorised secondary and tokenized-exposure market; tokenized OpenAI exposure fell nearly 40% on 2026-05-13 after issuers said pre-IPO share transfers were invalid. Public listing status unconfirmed as of 2026-09-15.

Products: Not in scope for this dossier - see industry 01

Anthropic

Included here solely as a private-markets position and as the issuer that took the most consequential action against the pre-IPO grey market in 2026.

Original record and source trail

Confidence (seed): high · 2026-09-15

On 2026-05-12 declared void any sale or transfer of its stock, or any interest in it, offered by Open Doors Partners, Unicorns Exchange, Pachamama Capital, Lionheart Ventures, Sydecar, Upmarket and new offerings on Hiive and Forge Global, and explicitly prohibited SPV acquisitions. Public listing status unconfirmed as of 2026-09-15.

Products: Not in scope for this dossier - see industry 01

SpaceX

Included here solely as the exit event that dominates 2026 venture return statistics. Listed on Nasdaq as SPCX on 2026-06-12.

Original record and source trail

Confidence (seed): medium · 2026-09-15

IPO priced at a fixed $135/share on 2026-06-12 and closed day one at $161.11. Reported down 30.3% from its debut as of late July 2026. Crunchbase reported SpaceX acquiring Anysphere (Cursor) for $60B, described as the largest startup acquisition ever - single-source and unconfirmed.

Products: Not in scope for this dossier - see the space/aerospace dossier

DeepSeek

Included as the largest disclosed Chinese venture round of Q2 2026 and the anchor of China's funding rebound.

Original record and source trail

Confidence (seed): low · 2026-09-15

Largest single round in Asia in Q2 2026, within a Chinese total of just over $30B, up 424% year on year.

Products: Not in scope for this dossier - see industry 01

Y Combinator

The reference startup accelerator and the largest single source of seed-stage company formation in the US ecosystem.

Original record and source trail

Confidence (seed): low · 2026-09-15

2026 blog activity includes portfolio IPOs (EquipmentShare, Meesho, Groww, BillionToOne), a Canada reincorporation policy and the YC AI Stack announcement (2026-01-16). Batch-size and cohort-composition data for 2026 were not obtainable from primary sources within the research budget.

Products: Batch programme, Standard deal / post-money SAFE, Startup School, Work at a Startup

Yale Investments Office

The endowment model's originator and the reference allocator for private-markets-heavy portfolios; approximately 50% private equity within a roughly $40B portfolio.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Reported in 2025 to be considering the sale of up to $6B of private equity assets on the secondary market. Current status as of 2026-09-15 unverified.

Products: Endowment portfolio management

New York City Retirement Systems

One of the largest US public pension systems and a documented structural seller of private equity on the secondary market.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Sold $5 billion of private equity assets on the secondary market, shedding noncore managers to streamline the portfolio (reported 2025-05-29).

Products: Public pension asset management

US Securities and Exchange Commission

The determining regulator for private-fund access, marketing, valuation and retail distribution in the largest private-markets jurisdiction.

Original record and source trail

Confidence (seed): high · 2026-09-15

Staff withdrew a 23-year-old position capping registered closed-end funds at 15% exposure to private funds in May 2025. The 2026 rulemaking agenda adds 'Enhancing Retail Exposure to Private Markets', targeted for October 2026 and described by outside counsel as ambition rather than schedule.

Products: Investment Advisers Act and Investment Company Act rulemaking, Regulation D, Form D and Form PF

US Department of Labor (EBSA)

The fiduciary regulator for the roughly $14 trillion defined-contribution system that the private-markets industry is seeking to access.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Advanced a proposed rule creating process-based fiduciary safe harbours for alternative assets in 401(k) plans, requiring evaluation of performance, fees, liquidity, valuation, benchmarks and complexity, implementing the 2025-08-07 Executive Order. Exact rule date flagged as unverified.

Products: ERISA fiduciary rulemaking, Prohibited transaction exemptions

National Venture Capital Association (NVCA)

The US venture industry's trade body and co-publisher with PitchBook of the Venture Monitor, the sector's most-cited quarterly primary release.

Original record and source trail

Confidence (seed): high · 2026-09-15

Co-published the Q2 2026 Venture Monitor on 2026-07-09: $412.7B deployed in US H1 2026, megadeals at 87.5% of capital, AI at 86% of dollars, three firms at 48.1% of capital raised, and first-time fund formation on pace for its lowest year since 2016.

Products: PitchBook-NVCA Venture Monitor, Policy advocacy, Model legal documents

US Census Bureau - Business Formation Statistics

The only free, high-frequency, Tier-A public series on US business application and formation activity, and the sector's sole genuinely independent formation indicator.

Original record and source trail

Confidence (seed): high · 2026-09-15

The August 2026 release (2026-09-11) reported 531,728 seasonally adjusted business applications, down 7.8% from July, and projected business formations of 28,501, down 4.6%.

Products: Monthly and weekly Business Formation Statistics, County and NAICS-level series

Paul Atkins

Chairman of the US Securities and Exchange Commission, driving the deregulatory agenda that would expand retail access to private markets.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Associated with the 2026 SEC rulemaking agenda item 'Enhancing Retail Exposure to Private Markets' and with signalled flexibility on listed closed-end fund restrictions.

Products: SEC rulemaking agenda

Scott Beckelman

Global Co-Head of Private Capital Advisory at Jefferies, one of the two firms whose secondary-volume reporting defines the market's scoreboard.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Quoted in July 2026 on the H1 2026 record secondary volume: 'The last several years have been very volatile... The fact that we still saw this record volume is remarkable.'

Products: Secondaries advisory

NVIDIA Corporation

Included here solely in its capacity as an investor: the single largest corporate investor by deal value in US AI venture in 2026.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Identified by PitchBook (2026-07-21) as the single largest corporate investor by deal value, within a year in which CVCs took a record 87.9% of US AI VC deal value.

Products: Corporate strategic investments, Compute-linked commercial agreements

Runway Growth Capital

Listed venture-debt lender and co-publisher with PitchBook of the annual Venture Debt Review.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published with PitchBook on 2026-05-28 that venture debt hit a record $68.8B in 2025 across roughly 1,000 transactions with flat deal volume, and that debt is increasingly used by later-stage and scaled borrowers.

Products: Growth-stage term loans, Venture Debt Review (with PitchBook)

Morgan Stanley

Included as the leading published counter-voice on IPO-market breadth in 2026, with a direct underwriting interest in that view.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Published (2026-05-27) that Q1 2026 global issuance rose 43% to $256.8B with IPO volumes up 40% to $45B, across AI infrastructure, aerospace and defence, real estate, healthcare, metals and mining and consumer retail - the breadth case against the 'narrow window' reading.

Products: Equity capital markets, IPO underwriting, Research

Henry Ward

Co-founder and CEO of Carta, the cap-table and fund-administration platform whose Data Desk publishes the most granular public series on private-round terms and fund performance.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Carta under his leadership published the Q1 2026 State of Private Markets (down-round rate 11.4%; AI Series A median ~$300M vs ~$55M non-AI), Q1 2026 VC Fund Performance (2,775 funds, $119.3B) and Q2 2026 State of Pre-Seed (2026-08-13).

Products: Carta cap table, Carta fund administration, Carta Data Desk

Marc Rowan

Chief Executive Officer of Apollo Global Management and the most prominent advocate of merging retirement-services balance-sheet capital with private-credit origination - the permanent-capital model that is displacing episodic fund capital.

Original record and source trail

Confidence (seed): low · 2026-09-15

Apollo is among the large managers driving the 2026 semi-liquid, evergreen and retirement-channel expansion described in McKinsey's 2026 private markets report and MSCI's evergreen research. No 2026 Apollo-specific figures were verified from primary IR for this dossier.

Products: Apollo private credit and origination platforms, Athene retirement services

Amazon.com, Inc.

The largest Western e-commerce marketplace and, per WARC estimates, roughly 78% of the US retail media market. Q2 2026 net sales were $200.6bn, up 20%.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026 (reported 2026-07-30): net sales $200.6bn +20%; advertising services $19.8bn +26%; third-party seller services $46.8bn +16%; online stores $70.4bn +15%; physical stores $5.8bn +4%; operating income $27.5bn +43%. Q3 2026 guidance of 9-12% net sales growth implies material deceleration from Q2.

Products: Amazon.com marketplace, Fulfilment by Amazon, Amazon Ads, Prime, Amazon Fresh, Whole Foods, Amazon Haul, Rufus

Walmart Inc.

The largest retailer in the world by revenue and the clear number two in US retail media at roughly 7.5% share per WARC. Increasingly an advertising, membership and marketplace business attached to a grocery-led store estate.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 FY2027 (reported 2026-08-20): total revenue $187.9bn +5.9%; global e-commerce +23%; global advertising +38%; membership income +17%; gross profit rate +96bp primarily from tariff refunds; Walmart US comps +2.6% with transactions +1.5% and ticket +1.1%; Sam's Club comps +4.4% with transactions +7.0% and ticket -2.5%. Raised FY27 guidance.

Products: Walmart US stores, Walmart.com, Walmart Marketplace, Walmart Connect, Walmart+, Sam's Club

Target Corporation

US general-merchandise retailer operating the Roundel retail media network. Its Q2 FY2026 results are the clearest public disclosure of the scale of IEEPA tariff refunds flowing into retail margins.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 FY2026 (reported 2026-08-19): revenue $26.5bn +5.3%; comps +3.8% with traffic +3.6% and ticket +0.2%; digital comps +8.7% with same-day delivery up more than 25%; operating margin 9.6% including 3.7pp from $994mn of tariff refunds; Roundel up over 20%; cut prices on more than 10,000 items.

Products: Target stores, Target.com, Target Circle 360, Roundel, Shipt, Good & Gather

Shopify Inc.

Commerce software platform powering merchant-owned storefronts and a named distribution channel for OpenAI's Instant Checkout. Growing GMV at roughly 2.6x the rate of US e-commerce overall.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026 (reported 2026-08-05): revenue $3,583mn +34%; GMV $115,567mn +32%; merchant solutions $2,781mn +37%; subscription solutions $802mn +22%; operating income $488mn +68%; free cash flow $654mn at 18% margin; MRR $221mn. Cites >$1.6T cumulative GMV and >14% of US e-commerce in 2025 (company claim).

Products: Shopify Plus, Shop Pay, Shopify Payments, Shopify Markets, Shop app

PDD Holdings Inc.

Parent of Pinduoduo in China and Temu internationally. Does not break out Temu, which makes the cross-border trajectory unusually hard to assess from public disclosure.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026 (reported 2026-08-24): total revenue RMB 112.4bn +8%, missing the RMB 116.35bn consensus; online marketing services RMB 57.6bn +3%; transaction services RMB 54.7bn +13%; net income attributable to ordinary shareholders RMB 27.2bn, down 12%; sales and marketing expense RMB 29.7bn +9%.

Products: Pinduoduo, Temu, Duo Duo Grocery

Maplebear Inc. (Instacart)

North American online grocery marketplace that also sells fulfilment and retail media technology to grocers as enterprise infrastructure.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026 (reported 2026-08-06): GTV $10,351mn +14%; orders 90.3mn +9%; revenue $1,043mn +14%; advertising and other revenue $297mn +16% at 2.9% of GTV; adjusted EBITDA $313mn +19%; net income $111mn, down 4%.

Products: Instacart marketplace, Instacart Ads, Carrot Ads, Caper Carts, Instacart Business

Meituan

China's largest local-commerce and instant-retail platform, and the principal casualty and survivor of the 2025-26 instant-retail subsidy war against Alibaba and JD.com.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Q3 2025: revenue RMB 95.5bn +2%, operating loss RMB 19.8bn versus RMB 13.7bn profit a year earlier; local commerce revenue RMB 67.4bn -2.8% with a segment operating loss of RMB 14.1bn. Reported to have returned to profit by August 2026 as the price war eased. Morningstar projected delivery share falling from 73% to 55% by 2027.

Products: Meituan Waimai, Meituan Instashopping, Meituan Xuanshan, Dianping

Alibaba Group Holding Limited

Operator of Taobao and Tmall and an aggressive late entrant to Chinese instant retail, which materially depressed group profit during the subsidy war.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Q3 2025: net income fell 52% to RMB 21bn on revenue of RMB 247.8bn +5%, with cloud up 34%, as instant-retail subsidies absorbed profit. Positioned by Morningstar to reach roughly 40% of Chinese delivery share by 2027.

Products: Taobao, Tmall, Taobao Shangou, AliExpress, Cainiao, Alibaba Cloud

JD.com, Inc.

Chinese e-commerce operator with an owned-inventory and logistics-heavy model, also a participant in the instant-retail subsidy war.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Net profit fell 55% year over year in Q3 2025 as a direct result of instant-retail competition. Operating in a domestic market where total retail sales grew only 1.1% in the first eight months of 2026.

Products: JD.com, JD Logistics, JD Daojia, JD Health

Shein

Privately held cross-border marketplace whose US and EU unit economics depended heavily on duty-free low-value parcel entry. Brand and product dynamics sit with sector 23; this record covers the platform and logistics model only.

Original record and source trail

Confidence (seed): low · 2026-09-15

Directly exposed to the US de minimis suspension upheld on 2026-08-13 and the EU EUR 3 per-item duty effective 2026-07-01. Specific 2026 revenue, user and pricing figures could not be verified at any Tier A or B source in this research.

Products: Shein marketplace, Shein local warehouses

Costco Wholesale Corporation

Membership warehouse club whose model — fee income plus thin merchandise margin and a dominant own brand — is the template other retailers are converging on.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Warehouse and club formats held stable at about 13% of North American grocery share over 2023-2025 per McKinsey, while mass formats lost 2.2 percentage points. Specific Q2/Q3 2026 results were not retrieved in this research.

Products: Costco warehouses, Kirkland Signature, Costco membership, Costco Next

The Kroger Co.

Largest US pure-play grocer, operator of the Kroger Precision Marketing retail media network and a significant alternative-profit strategy.

Original record and source trail

Confidence (seed): low · 2026-09-15

Kroger's Q2 2026 results and any 2026 acquisition activity could not be retrieved from its investor-relations pages in this research — the IR news listing renders dynamically and returned no content. Recorded as a gap.

Products: Kroger supermarkets, Kroger Precision Marketing, Home Chef, Our Brands

Criteo S.A.

The largest listed pure-play commerce-media technology provider, positioned as the aggregation layer that could pool long-tail retail media inventory into buyable reach.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Operating in a market WARC sizes at $200.4bn globally in 2026 but where Amazon and Walmart together hold roughly 85.5% of US spend, leaving intermediaries competing for the remainder.

Products: Criteo Retail Media, Commerce Grid, Commerce Max

Stripe, Inc.

Payments infrastructure company that co-developed the Agentic Commerce Protocol with OpenAI and introduced the Shared Payment Token primitive for agent-initiated payments.

Original record and source trail

Confidence (seed): high · 2026-09-15

Launched Instant Checkout with OpenAI on 2025-09-29 with US Etsy sellers live and over a million Shopify merchants announced. No transaction volume has been disclosed in the twelve months since.

Products: Stripe Payments, Shared Payment Token, Agentic Commerce Protocol, Stripe Radar

OpenAI

Operator of ChatGPT and co-author of the Agentic Commerce Protocol. Its commerce documentation remains active as of this research date, but it has published no Instant Checkout transaction metrics.

Original record and source trail

Confidence (seed): high · 2026-09-15

Instant Checkout launched 2025-09-29 with a merchant fee on completed purchases, free to users, initially single-item only. As of 2026-09-15 the commerce developer docs describe active feed, product, promotion and checkout endpoints, and no transaction volume has been published.

Products: ChatGPT, Instant Checkout, Agentic Commerce Protocol, ChatGPT Shopping

Google LLC (Alphabet)

Author of the Agent Payments Protocol (AP2), a mandate-based standard for agent-initiated payment with more than sixty partner organisations.

Original record and source trail

Confidence (seed): high · 2026-09-15

Announced AP2 on 2025-09-16 with 60+ partners including Mastercard, American Express, PayPal, Adyen, Worldpay, Coinbase, Etsy, Shopee and Salesforce. No live transaction volumes or merchant deployment figures have been published.

Products: Agent Payments Protocol (AP2), Google AI Mode, Google Shopping, Agent2Agent protocol

ThredUp Inc.

Online resale marketplace and resale-as-a-service provider, and the publisher of the most widely cited secondhand market-size estimate — which it produces as a commercially interested party.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Published its fourteenth annual Resale Report in 2026, putting the global secondhand market at $393bn and asserting resale grows faster than retail overall. No independent methodology was disclosed in the material reviewed; treat the figure as a vendor estimate.

Products: ThredUp marketplace, Resale-as-a-Service, Clean Out Kits

Prosus N.V. / Naspers

One of the largest dedicated global investors in consumer internet and e-commerce, with a long-standing food-delivery and marketplace portfolio across Europe, India and Latin America.

Original record and source trail

Confidence (seed): low · 2026-09-15

Active across European and Indian e-commerce and delivery assets during 2026. No specific 2026 retail transaction was verified at a primary source in this research.

Products: Direct equity investment, Portfolio operating support

US Census Bureau — Economic Indicators Division

Produces the Monthly Retail Trade Survey, Advance Monthly Retail Sales and the Quarterly E-Commerce Report, the definitive measures of US retail and e-commerce volume and penetration.

Original record and source trail

Confidence (seed): high · 2026-09-15

Released Q2 2026 quarterly e-commerce on 2026-08-18 showing e-commerce at 17.1% of retail and +12.2% YoY; released July 2026 advance monthly retail on 2026-08-14 showing total sales of $763.6bn, -0.6% MoM and +5.0% YoY.

Products: Monthly Retail Trade Survey, Advance Monthly Retail Sales, Quarterly Retail E-Commerce Sales, Annual Retail Trade Survey

US Customs and Border Protection

Administers the Section 321 de minimis regime, collects tariff duties and processes the refund claims arising from the Supreme Court's IEEPA ruling.

Original record and source trail

Confidence (seed): high · 2026-09-15

Collected roughly $1bn in duties from the de minimis suspension during 2025. Importers have 180 days after liquidation to claim IEEPA refunds, with up to $175bn potentially refundable per Penn Wharton.

Products: Section 321 de minimis administration, ACE entry filing, Duty refund processing

US Court of International Trade

Federal court with exclusive jurisdiction over US customs and international trade disputes, and the venue that upheld the de minimis suspension after the Supreme Court struck down IEEPA tariffs.

Original record and source trail

Confidence (seed): high · 2026-09-15

On 2026-08-13 a unanimous three-judge panel upheld the suspension of the de minimis exemption, holding that IEEPA permits the President to cancel a statutory 'privilege' even though the Supreme Court had held on 2026-02-20 that it does not authorise tariffs.

Products: Customs and trade adjudication

European Commission — DG Taxation and Customs Union

Directorate-General responsible for EU customs policy, including the abolition of the EUR 150 duty exemption and the temporary flat fee on low-value imports.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published guidance and legal text on 2026-06-08 for a temporary EUR 3 per-item customs duty on consignments up to EUR 150, applying from 2026-07-01 to 2028-07-01, charged per tariff classification. Cited 5.9bn low-value items shipped to EU consumers in 2025.

Products: EU Customs Code, Import One-Stop Shop (IOSS), EU Customs Data Hub (expected 2028)

Council of the European Union

Co-legislator that gave final approval to levying customs duty on small parcels, removing the EUR 150 exemption.

Original record and source trail

Confidence (seed): high · 2026-09-15

Gave final green light on 2026-02-11 to abolish the EUR 150 exemption effective 2026-07-01, citing 4.6bn small packages entering the EU in 2024, volumes doubling annually since 2022, and 91% originating in China.

Products: EU Regulations and Directives

UK Office for National Statistics

Produces the UK Retail Sales Index including the internet sales ratio, the principal non-US benchmark for online retail penetration.

Original record and source trail

Confidence (seed): high · 2026-09-15

July 2026 release (2026-08-21): retail sales volumes -0.5% on the month and +1.6% on the year; internet sales 28.3% of retail, down from 29.2% in June; online spending values +6.5% versus July 2025.

Products: Retail Sales Index, Internet sales as a proportion of retail sales

National Bureau of Statistics of China

China's official statistical agency, publishing total retail sales of consumer goods and online retail sales, the primary non-English-origin data source for this sector.

Original record and source trail

Confidence (seed): high · 2026-09-15

Reported total retail sales of RMB 32.76 trillion for January-August 2026, up just 1.1%, with August alone up 0.4%; online retail sales RMB 13.48 trillion, up 4.6%. H1 2026 online physical-goods retail was about 25.8% of total retail sales.

Products: Total Retail Sales of Consumer Goods, Online retail sales of physical goods

US Bureau of Labor Statistics

Publishes the Consumer Price Index, the authoritative measure of tariff and energy pass-through into US consumer prices at category level.

Original record and source trail

Confidence (seed): high · 2026-09-15

August 2026 CPI (released 2026-09-11): headline +3.4% over 12 months, core +2.4%, energy +16.3%, commodities less food and energy +0.7%, food at home +2.2%, apparel +3.6%, new vehicles +0.6%, used cars and trucks -2.3%.

Products: Consumer Price Index, CPI detailed category tables

National Retail Federation

The largest US retail trade association, publisher of the annual Retail Returns Landscape and historically the National Retail Security Survey on shrink.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Its 2025 Retail Returns Landscape with Happy Returns (2025-10-15) projected $849.9bn of US returns, a 19.3% online return rate and 9% of returns fraudulent. No 2026 update was found in this research. NRF is an advocacy organisation and its loss-prevention statistics have previously been the subject of public correction.

Products: Retail Returns Landscape, Big Show conference, Retail sales forecasts

Interactive Advertising Bureau

Industry body developing retail and commerce media measurement standards and taxonomy, a necessary condition for off-site retail media to be buyable at scale.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Continues to publish commerce media research framing the category as maturing. Its standards work is the main counterweight to advertiser incrementality scepticism.

Products: Retail media measurement guidelines, Commerce media research, Tech Lab standards

Coresight Research

Independent retail research firm running the most-cited weekly US and UK store openings and closures tracker.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Its midyear 2026 review, published 2026-08-06, is framed around declining closures stabilising the market, against a full-year outlook of roughly 7,900 US closures and 5,500 openings. The detailed data sits behind a paywall.

Products: Weekly US Store Openings and Closures Tracker, US and UK Store Tracker Databank, Midyear and annual reviews

WARC

Advertising research and forecasting organisation whose Future of Commerce Media series provides the most granular public retail media market-share estimates.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Its 2026 forecast puts global retail media at $200.4bn in 2026 and $223.4bn in 2027, with 2027 growth of 11.5% falling to 9.8% ex-Amazon — the lowest rate WARC has recorded. Estimates Amazon at 78% and Walmart at 7.5% of US retail media in 2025.

Products: Future of Commerce Media, Global Ad Spend Outlook

EMARKETER (Insider Intelligence)

Forecasting firm whose retail media and e-commerce estimates are the most widely quoted in trade media; most detail sits behind a PRO+ paywall.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Its H1 2026 retail media forecast (2026-05-05) states growth is slowing while the channel gains share of digital ad spend, describes a scaled second tier emerging with the long tail slipping behind, and forecasts Amazon retail media revenues exceeding $75bn by 2028.

Products: Retail Media Ad Spending Forecast, Ecommerce forecasts

Adobe Digital Insights

Analytics practice producing the most-cited measurement of AI-referred traffic to US retail sites, based on a panel of over a trillion visits. Adobe sells the optimisation tooling implied by its own findings.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Reported AI-referral traffic to US retail up 393% YoY in Q1 2026 and 138% in May 2026, converting 42-54% better than non-AI channels. Has not disclosed AI referrals as a share of total retail traffic in any publication reviewed.

Products: Adobe Analytics, AI Content Visibility Checker, Digital Price Index

McKinsey & Company — Retail Practice

Consultancy producing the annual State of Grocery North America report, the most detailed public dataset on consumer trade-down behaviour.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Its 2026 edition (2026-06-17) reports US grocery growth of 1.2% in 2025 from +2.2% price and -1.0% volume, with 47% of consumers trading into private label and private label growing about three times faster than national brands.

Products: State of Grocery North America, State of Grocery Europe, State of Fashion (with BoF)

Penn Wharton Budget Model

University of Pennsylvania research initiative producing non-partisan economic modelling, including the tariff refund analysis following the Supreme Court's IEEPA ruling.

Original record and source trail

Confidence (seed): high · 2026-09-15

Its 2026-02-20 analysis estimated up to $175bn of potentially refundable IEEPA duties, with IEEPA representing about 51.9% of total customs duties as of January 2026 and future tariff revenue falling by roughly half absent replacement.

Products: Budget and tariff revenue modelling

Tax Foundation

Policy research organisation maintaining a continuously updated tracker of US tariff rates, revenue and household cost, and one of very few public sources for the current effective tariff rate.

Original record and source trail

Confidence (seed): medium · 2026-09-15

As of 2026-09-10: US average effective tariff rate estimated at 7.2% in 2026 versus 7.7% in 2025 and 2.4% pre-trade-war; applied rate fell from 14.8% to 10.8% after the Supreme Court ruling; $108.5bn of 2026 revenue and an average $820 per-household cost.

Products: Trump Tariffs tracker, Tariff revenue and incidence estimates

Harley Finkelstein

President of Shopify and the company's principal public voice on merchant strategy and AI.

Original record and source trail

Confidence (seed): high · 2026-09-15

Quoted in Shopify's Q2 2026 results (2026-08-05), reported alongside revenue of $3,583mn +34% and GMV of $115,567mn +32%: 'With AI, we're expanding what's possible for all of them. No one else comes close.'

Products:

Chris Rogers

Chief Executive Officer of Instacart (Maplebear Inc.), leading its shift from a delivery marketplace toward retail media and enterprise grocery infrastructure.

Original record and source trail

Confidence (seed): high · 2026-09-15

Quoted in Instacart's Q2 2026 results (2026-08-06) on improving the online grocery marketplace experience and expanding AI capabilities, reported with GTV of $10,351mn +14% and advertising revenue of $297mn +16%.

Products:

Emily Reuter

Chief Financial Officer of Instacart, the executive framing the company's advertising-outpacing-GTV thesis publicly.

Original record and source trail

Confidence (seed): high · 2026-09-15

Stated in Instacart's Q2 2026 results (2026-08-06) that advertising and other revenue was 'up 16% year-over-year, once again outpacing GTV growth' of 14% — a two-point premium, versus Walmart advertising growing 38% on 5.9% revenue growth.

Products:

Wang Xing

Founder and Chief Executive Officer of Meituan, the operator at the centre of China's instant-retail subsidy war.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Said of the Q3 2025 results, which showed an operating loss of RMB 19.8bn against a RMB 13.7bn profit a year earlier, that 'market competition has remained overheated' and that he expected the operating loss trend to persist into Q4.

Products:

Andy Jassy

Chief Executive Officer of Amazon.com, Inc.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Presided over Amazon's Q2 2026 results (2026-07-30): net sales $200.6bn +20%, advertising services $19.8bn +26%, AWS +37%. Role stated from general knowledge and not independently confirmed against an Amazon primary source in this research, so recorded at medium confidence.

Products:

FANUC Corporation

One of the world's largest industrial robot and CNC manufacturers. Its former chairman Takayuki Ito served as IFR president until July 2026.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Named by NVIDIA in March 2026 as integrating Omniverse and Isaac simulation for digital twins across an installed base NVIDIA puts, with ABB, YASKAWA and KUKA combined, at over 2 million robots. FANUC's own fiscal 2026 results could not be retrieved; IR pages returned 404.

Products: LR Mate / M-series industrial robots, CRX collaborative robots, CNC controls, ROBODRILL

Yaskawa Electric Corporation

Japanese manufacturer of industrial robots (Motoman), AC servo motors and drives. A primary consumer of NdFeB permanent magnets.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Scheduled its FY26 Q2 results announcement per an IR notice dated 2026-08-18; the figures themselves were not published on accessible pages at the research date. Named in NVIDIA's March 2026 simulation partnership.

Products: Motoman industrial robots, Sigma servo motors, AC drives

ABB Robotics

Robotics division of ABB Ltd, one of the four largest industrial robot suppliers globally and a partner in both simulation and robot-foundation-model deployments.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Named by NVIDIA in March 2026 as an Omniverse/Isaac simulation partner and as a deployment partner for Skild AI's robot intelligence, and as integrating WORKR for SME deployment. ABB's announced separation of its robotics division could not be verified from ABB's own media pages in this research and is recorded as unverified.

Products: IRB industrial robots, GoFa and SWIFTI cobots, RobotStudio

KUKA AG

German industrial robot manufacturer, owned by China's Midea Group since 2016 — the clearest single instance of Chinese ownership in the European robot base.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Named in NVIDIA's March 2026 simulation partnership. Exposed to a European market that fell 8% to about 85,000 installations in 2024, with Germany down 5% to 26,982 units.

Products: KR series industrial robots, LBR iiwa cobots, KUKA.Sim

Estun Automation

Leading Chinese domestic industrial robot manufacturer, part of the cohort that lifted Chinese vendors' domestic share from 30% in 2020 to 57% in 2024.

Original record and source trail

Confidence (seed): low · 2026-09-15

Beneficiary of the 15th Five-Year Plan (2026-2030) positioning AI-powered robotics as a core industrial objective. Company-specific 2026 financials were not verified in this research.

Products: ER series industrial robots, Servo drives, Motion controllers

Universal Robots (Teradyne Robotics)

The collaborative robot category creator, owned by Teradyne. Its Gen 7 platform is explicitly architected to host third-party AI models.

Original record and source trail

Confidence (seed): high · 2026-09-15

Launched its seventh-generation platform at IMTS on 2026-09-14 with an AI-ready tool flange carrying integrated vision and force-torque sensing, ROS 2 support, a CB7 controller with 40% more compute in a 30% smaller footprint, and PLd Cat 3 / ISO 10218-1 / IEC 62443-4-1 ML3 certification. Teradyne Robotics reported five consecutive quarters of growth. Partnering with Skild AI on generalised robot intelligence.

Products: UR10g-1750, UR17g-1300, UR18g-950, PolyScope X, CB7 controller, TP7 teach pendant

Unitree Robotics

The world's highest-volume humanoid and quadruped robot manufacturer. Listed on the Shanghai STAR Market in August 2026 (688836) and, uniquely in the category, discloses audited shipment and revenue data.

Original record and source trail

Confidence (seed): high · 2026-09-15

Listed 2026-08-19; peaked at RMB 1,100 (about $66bn valuation) and traded at RMB 513.93 on 2026-09-09, down 53% from the first-day high and 39% from the first-day close, with roughly $35bn erased from peak valuation. 2025 revenue RMB 1.70bn (2024: RMB 392.77m); statutory net profit RMB 278.21m, adjusted RMB 590.75m. Shipped 5,632 humanoids cumulatively 2023-2025 (over 5,500 in 2025) and 33,294 quadrupeds. Humanoid revenue RMB 868m, 51.78% of total; less than 10% of 2025 revenue came from industrial applications.

Products: G1 humanoid ($13,500), H1 humanoid, Go2 and B2 quadrupeds

Agility Robotics

US developer of the bipedal Digit robot for logistics tote and tub handling; the most-cited US humanoid deployment story and now, via its SPAC filing, the most financially transparent.

Original record and source trail

Confidence (seed): high · 2026-09-15

The S-4 disclosed 2025 revenue of $1.8m against a $140m operating loss — the single most important disclosed data point on US humanoid commercial traction. Named by NVIDIA in March 2026 as a Cosmos/Isaac user.

Products: Digit humanoid robot, Agility Arc cloud automation platform

Tesla, Inc. (Optimus programme)

Automaker whose Optimus humanoid programme is the most publicly visible in the category and, on the record available, among the least commercially advanced.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Zero Optimus robots were performing useful work as of January 2026 against a stated promise of 10,000 units in 2025. Conversion of the Fremont Model S/X line (nominal 100,000-unit capacity) began May 2026 with Optimus production targeted for late July or August 2026; a second Optimus facility at Giga Texas is expected around summer 2027. The V3 reveal slipped from Q1 2026. Musk declined to give a 2026 production target, describing output as 'quite slow' and 'impossible to predict' given 10,000 unique components.

Products: Optimus Gen 2 / V3 humanoid

Figure AI

US humanoid robot developer, the highest-valued private company in the category and a benchmark for private humanoid marks.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Named by NVIDIA in March 2026 as a Cosmos/Isaac Sim/Isaac Lab user. Its private mark is now tested against Unitree's publicly traded comparable, which fell from about $66bn to about $30bn between 2026-08-19 and 2026-09-09. Figure's own shipment and revenue figures are undisclosed.

Products: Figure 02 / 03 humanoid, Helix manipulation model

Boston Dynamics

Hyundai-owned developer of Atlas, Spot and Stretch; the originator of the robot-demonstration-video genre that now dominates humanoid marketing.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Named by NVIDIA in March 2026 as a Cosmos/Isaac user. A Boston Dynamics veteran launched a new character-robotics startup, Dynamic Creatures, in September 2026.

Products: Atlas humanoid, Spot quadruped, Stretch case-handling robot

Intuitive Surgical

The dominant soft-tissue surgical robotics company for over two decades, and the segment's economic anchor.

Original record and source trail

Confidence (seed): high · 2026-09-15

Performed over 3 million procedures globally in 2025, up 18%, surpassing 20 million cumulative patients; FY2025 revenue about $10.06bn (+21%) with Q4 about $2.87bn (+19%). Ion procedures grew 51%. da Vinci 5 shows 11% higher utilisation than Xi. Guided 2026 procedure growth down to 13-15%. Received FDA clearance for nine cardiac surgery indications with a limited US rollout in 2026 and is prioritising ambulatory surgery centres.

Products: da Vinci 5, da Vinci Xi, da Vinci SP, Ion endoluminal system

Medtronic

The first large-cap medtech to field a cleared US soft-tissue robotic competitor to da Vinci.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Hugo received FDA clearance for urologic procedures in December 2025 and is pursuing general surgery and gynecology indications, launching with select leading institutions. Reported to have invested $700m in surgical-robotics partner Cornerstone Robotics in 2026 (single-source, unverified). Named by NVIDIA as exploring IGX Thor.

Products: Hugo RAS system, Touch Surgery

Johnson & Johnson MedTech

Medical device division pursuing both soft-tissue (Ottava) and endoluminal (Monarch) robotic surgery.

Original record and source trail

Confidence (seed): high · 2026-09-15

Submitted a de novo FDA request for Ottava in general surgery in January 2026. Named by NVIDIA in March 2026 as developing the Monarch platform with Isaac Sim and Cosmos.

Products: Ottava surgical robot, Monarch bronchoscopy and urology platform, Velys orthopaedics

CMR Surgical

British surgical robotics company positioning Versius as a modular, portable alternative for ambulatory surgery centres and smaller hospitals.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Versius Plus received FDA clearance in December 2025. Named by NVIDIA in March 2026 as validating Versius using Cosmos-H.

Products: Versius, Versius Plus

Symbotic Inc.

Warehouse robotics systems provider and the largest audited pure-play revenue line in the robotics sector. SEC CIK 0001837240, SIC 3569.

Original record and source trail

Confidence (seed): high · 2026-09-15

Fiscal Q3 2026 revenue of $720,838,000 for the quarter ended 2026-06-27, up 21.7% from $592,121,000; nine-month FY2026 revenue $2,027,303,000 against $1,628,465,000, with FY2025 at $2,246,922,000. Form 10-Q filed 2026-08-05. Customer concentration in Walmart remains the principal structural risk and was not quantified from primary sources in this research.

Products: Symbotic case-handling and palletising system, SymBot, BreakPack

Locus Robotics

Autonomous mobile robot provider for warehouse picking, and one of the longest-running robotics-as-a-service operators.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Represented on the RoboBusiness 2026 panel arguing that viable RaaS requires uptime SLAs, fleet maintenance and field support rather than subscription pricing alone.

Products: LocusBots, Locus Origin, RaaS contracts

Verity

Developer of autonomous indoor drones that perform warehouse inventory scanning without fixed infrastructure.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Won the IFR/IEEE IERA Award 2026 for its flying warehouse robots, announced 2026-06-16.

Products: Autonomous inventory drones, Warehouse intelligence system

KION Group

European materials-handling and supply-chain-solutions group, owner of Dematic and Linde Material Handling.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Named by NVIDIA in March 2026 as developing autonomous warehouse forklifts with GXO Logistics using Omniverse.

Products: Dematic automated storage and retrieval, Linde forklifts, Autonomous warehouse forklifts

Harmonic Drive Systems Inc.

The originating and leading manufacturer of strain wave (harmonic) gearing, the precision reducer at the heart of most robot joints and of essentially every humanoid design.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Reclassified from the Tokyo Stock Exchange Standard Market to the Prime Market on 2026-02-27. Detailed fiscal results were not retrievable from accessible IR pages at the research date. Structurally exposed to Chinese rare-earth export licensing, with Japan receiving zero covered rare-earth exports in July 2026.

Products: Strain wave (harmonic) gears, Actuators, Rotary encoders

Schaeffler AG

German bearing and motion-technology group entering the humanoid robot drivetrain market — the clearest industrial capacity commitment to humanoids located in this research.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Announced plans to mass-produce strain wave gearboxes for humanoid robots from 2027, reported 2026-08-19. No disclosed offtake agreements or unit commitments were located, so the capacity is being committed against forecast rather than booked demand.

Products: Strain wave gearboxes, Bearings, Linear actuators

Allegro MicroSystems

Supplier of magnetic position and current sensing semiconductors for motor control, including robot joint sensing.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published a technical argument on 2026-09-08 that humanoid capability is gated by hardware rather than AI: 30+ degrees of freedom create packaging and mass constraints, moving from 12V to 48V cuts current fourfold and wiring losses sixteenfold but introduces deceleration transients, and no single sensing architecture suits every joint.

Products: Magnetic position sensors, Current sensor ICs, Motor driver ICs

NVIDIA Corporation

Supplier of the compute, simulation and increasingly the model stack on which much of the robotics industry's AI work now depends.

Original record and source trail

Confidence (seed): high · 2026-09-15

On 2026-03-16 released Cosmos 3, Isaac GR00T N1.7 in early access with commercial licensing, previewed GR00T N2 (claimed first on MolmoSpaces and RoboArena), Isaac Lab 3.0 and Newton 1.0, alongside partner announcements spanning ABB, FANUC, YASKAWA, KUKA, Universal Robots, Skild AI, Foxconn, Samsung, KION/GXO, CMR Surgical, J&J MedTech and Disney. Adoption claims in that release are vendor-stated and are labelled marketing throughout this dossier.

Products: Isaac GR00T N1.7 / N2, Isaac Sim, Isaac Lab 3.0, Omniverse, Cosmos 3, Newton physics engine, Jetson Thor

Skild AI

Developer of a general-purpose robot 'brain' intended to transfer across robot embodiments, and the foundation-model company with the most named industrial partners.

Original record and source trail

Confidence (seed): low · 2026-09-15

Named by NVIDIA in March 2026 as deploying with ABB and Universal Robots and as having a Foxconn partnership for Blackwell assembly. No production task success rates, cycle times or deployment counts have been disclosed.

Products: Skild Brain robot foundation model

Autonomous Solutions Inc. (ASI)

Provider of manufacturer-agnostic autonomy retrofit and fleet orchestration for off-road vehicles in agriculture, mining and proving grounds.

Original record and source trail

Confidence (seed): low · 2026-09-15

Deployed what it describes as the largest autonomous vehicle fleet in American sugarcane farming history with U.S. Sugar Corp. across a 255,000-acre footprint using John Deere tractors and Mobius. The primary account is authored by ASI's own CEO and is treated as vendor marketing, not independent verification.

Products: Mobius fleet orchestration platform, Autonomy retrofit kits

Deere & Company

The largest agricultural equipment manufacturer and the platform on which most US field autonomy is actually deployed.

Original record and source trail

Confidence (seed): low · 2026-09-15

Its tractors are the base machines in ASI's U.S. Sugar autonomous fleet deployment reported September 2026. Deere's own 2026 autonomy unit figures were not verified in this research.

Products: 8R autonomous tractor, See & Spray, JDLink / Operations Center

Monumental

Construction robotics company selling completed brick walls as a service rather than selling robots — an outcome-priced model that internalises reliability risk.

Original record and source trail

Confidence (seed): low · 2026-09-15

Publicly discussed its 'Walls as a Service' model in September 2026, framing construction as one of the world's largest and least digitised industries. No wall area, building count or contract values were disclosed.

Products: Bricklaying robots, Walls as a Service

International Federation of Robotics (IFR)

The authoritative source of global industrial robot installation, stock and density statistics through its annual World Robotics reports. The sector's statistical backbone.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published 2025 US installation data on 2026-06-18 (38,000 units, +11%), 2024 robot density on 2026-04-08 (global average 132; Korea 1,220), and an assessment of China's 15th Five-Year Plan on 2026-05-05 stating that mass adoption of humanoids as universal factory helpers or in households will not happen in the near or medium term. Leadership transitioned on 2026-07-02. The full World Robotics datasets are sold rather than published and are a Phase 2 licensing requirement.

Products: World Robotics — Industrial Robots, World Robotics — Service Robots, IERA Award

Ministry of Industry and Information Technology (MIIT), China

The Chinese ministry responsible for industrial and robotics policy, and the administrative owner of the robotics objectives in the national five-year planning system.

Original record and source trail

Confidence (seed): medium · 2026-09-15

China's 15th Five-Year Plan (2026-2030) makes AI-powered robots a core national strategy, with thousands of subordinate sectoral and regional plans mandated to align. IFR's assessment notes the plan emphasises humanoid commercialisation toward the plan's conclusion rather than immediately. MIIT was not named directly in the accessible IFR summary; its ownership of the policy is inferred from the plan's structure and is flagged accordingly.

Products: Robotics industry development plans, Industrial standards

US Food and Drug Administration — Center for Devices and Radiological Health

The regulator whose clearance decisions set the competitive calendar in surgical robotics, indication by indication.

Original record and source trail

Confidence (seed): high · 2026-09-15

Cleared Medtronic's Hugo for urologic procedures and CMR Surgical's Versius Plus in December 2025; received J&J's de novo request for Ottava in January 2026; cleared nine cardiac surgery indications for Intuitive's da Vinci.

Products: 510(k) clearance, De novo classification, PMA

Shanghai Stock Exchange — STAR Market

The science-and-technology board whose listing decisions now function as a gate on Chinese humanoid robotics capital formation.

Original record and source trail

Confidence (seed): high · 2026-09-15

Admitted Unitree (688836) on 2026-08-19 after a 73-day review from application acceptance on 2026-03-20 to listing-committee approval on 2026-06-01. Regulators subsequently and informally raised the bar for humanoid IPO candidates, requiring demonstrated recurring revenue, progress toward profitability, or significant technological innovation.

Products: STAR Market listing and disclosure regime

US Census Bureau — Business Trends and Outlook Survey

Biweekly survey of roughly 1.2 million US businesses in six rotating panels, the best population-level instrument for US technology adoption.

Original record and source trail

Confidence (seed): high · 2026-09-15

Page last revised 2026-08-12. BTOS publishes an AI-use series (AI use grew between December 2025 and May 2026 across firm sizes and sectors; an earlier report found only 3.8% of businesses using AI for production) but no equivalent robotics-use series was located — a significant and specific measurement gap for this sector.

Products: BTOS biweekly estimates by NAICS sector, state and MSA

Churchill Capital Corp XI

Special purpose acquisition company, SEC CIK 0002074973, serving as the listing vehicle for Agility Robotics.

Original record and source trail

Confidence (seed): high · 2026-09-15

Filed 8-K and Form 425 on 2026-06-24, a 10-Q on 2026-08-13, and a joint Form S-4 with Agility Robotics on 2026-09-04, with a DRS on 2026-07-14 and DRS/A on 2026-08-17. Sixty-six related documents were identified in EDGAR full-text search.

Products: SPAC merger vehicle

Jane Heffner

President of the International Federation of Robotics from July 2026, drawn from Teradyne Robotics. Her appointment moves IFR leadership from a Japanese industrial-robot incumbent to a collaborative-robot platform vendor.

Original record and source trail

Confidence (seed): high · 2026-09-15

Became IFR President on 2026-07-02, succeeding Takayuki Ito of FANUC, with Adrien Brouillard appointed Vice President.

Products:

Takayuki Ito

President of the International Federation of Robotics until July 2026, from FANUC. His public commentary frames IFR's reading of the market.

Original record and source trail

Confidence (seed): high · 2026-09-15

Stated on 2026-06-18 that 'the United States are back on the growth track' on publication of 2025 US installation data showing 38,000 units (+11%) and a 30% surge in food-industry adoption. Succeeded as IFR President on 2026-07-02.

Products:

Dave Rosa

Chief Executive Officer of Intuitive Surgical, leading the incumbent through the first credible multi-vendor competition in soft-tissue robotic surgery.

Original record and source trail

Confidence (seed): high · 2026-09-15

Responded to competitive pressure from Medtronic's Hugo, J&J's Ottava and CMR's Versius Plus with 'I like our chances', while the company guided 2026 procedure growth down to 13-15% from about 18% in 2025.

Products:

Elon Musk

Chief Executive of Tesla and the single most influential voice shaping public expectations of humanoid robots — and, on the documented record, the source of the category's largest unmet forecast.

Original record and source trail

Confidence (seed): high · 2026-09-15

Having promised 10,000 Optimus units in 2025, acknowledged that zero were performing useful work as of January 2026. Declined to give a 2026 production target in April 2026, describing output as 'quite slow' and 'impossible to predict' given 10,000 unique components, and pushed the V3 reveal from Q1 2026 to mid-year citing competitors' frame-by-frame analysis.

Products:

Mel Torrie

Founder and CEO of Autonomous Solutions Inc., a leading advocate for manufacturer-agnostic off-road autonomy.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Authored the September 2026 account of ASI's U.S. Sugar autonomous tractor fleet deployment. Because he is the vendor's CEO, that account is treated in this dossier as vendor marketing rather than independent verification.

Products:

Rick Faulk

Chief Executive Officer of Locus Robotics and a practitioner voice on what robotics-as-a-service actually requires operationally.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Speaking at RoboBusiness 2026 on why a successful RaaS business is 'not just a robot sold on subscription, nor simply a rental financing model' but requires uptime guarantees, fleet maintenance and a distinct organisational structure.

Products:

ARM Institute (Advanced Robotics for Manufacturing)

Manufacturing USA institute funded by the US Department of Defense to accelerate robotics adoption and workforce development in US manufacturing.

Original record and source trail

Confidence (seed): low · 2026-09-15

Reported in September 2026 to have awarded roughly $90m across ten manufacturing modernisation projects. This figure is single-source from a trade-publication index page and was not confirmed against an ARM Institute or DoD primary announcement; treat as unverified pending Phase 2.

Products: Collaborative project funding calls, Robotics workforce credentials

Netflix, Inc.

The largest and by a wide margin the most profitable subscription streaming service, and the only streamer operating at an above-30% operating margin.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026: revenue $12.56bn (+13%), operating income $4.19bn at a 33.4% margin, net income $3.40bn, FCF $1.53bn. First-half view hours grew only 2%. Advertising guided to roughly double to ~$3bn in 2026. Disclosed generative-AI workflows in ~300 titles in 2026. Non-English content over one third of viewing. Tabled a competing bid for Warner Bros. Discovery in December 2025, confirmed in the DOJ's clearance statement.

Products: Netflix, Netflix ad-supported tier, Netflix Games

The Walt Disney Company

Diversified studio, streaming, sports and theme-park group whose profit centre is Experiences rather than media.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q3 FY2026 (June quarter): revenue $25.248bn (+7%), total segment operating income $5.555bn (+21%). Entertainment DTC operating income $712m at a 12.9% margin. Sports operating income $858m, down 17% on 4% revenue growth. Experiences operating income $3.017bn (+20%). Did not headline Disney+/Hulu subscriber counts. Josh D'Amaro became CEO on 2026-03-18. Signed a three-year Sora agreement with OpenAI on 2025-12-11 including a $1bn equity investment.

Products: Disney+, Hulu, ESPN, ABC, Walt Disney Studios, Marvel, Pixar, Lucasfilm, Disney Experiences

Comcast Corporation / NBCUniversal

Cable, broadband and media group; owner of NBCUniversal, Peacock and Sky, now pursuing a further separation of its media assets.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026: consolidated revenue $29.94bn (-1.2%), +4.7% pro forma excluding Versant and the Sky Germany sale. Media revenue $5.69bn (+25.3%), including $440m from the FIFA World Cup. Peacock reported its first profitable quarter at $189m adjusted EBITDA on $1.9bn revenue and 48m paid subscribers (+2m). Domestic video net losses 280,000. Announced the intention to separate NBCUniversal and Sky via tax-free spin-off.

Products: Peacock, NBC, Sky, Universal Pictures, Universal Destinations

Warner Bros. Discovery, Inc.

Studio, streaming and cable-network group; target of the largest media acquisition ever attempted and simultaneously executing its own separation.

Original record and source trail

Confidence (seed): high · 2026-09-15

Agreed on 2026-02-27 to be acquired by Paramount Skydance for $31.00/share in cash, a 147% premium to the unaffected price of $12.54 on 2025-09-10. Shareholder meeting held 2026-04-23 on a unanimous board recommendation. A $0.25/share quarterly ticking fee began accruing from 2026-09-30. Transaction postponed to June 2027 or until a court rules, following suit by twelve state attorneys general.

Products: HBO Max, Discovery+, Warner Bros. Pictures, HBO, CNN, TNT, Discovery Channel

Paramount Skydance Corporation

Studio, broadcast and streaming group formed by the Skydance combination, now attempting to acquire Warner Bros. Discovery.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026: revenue $6.913bn (+1%); DTC revenue $2.5bn (+9%) with Paramount+ at $2.061bn (+16%) and 81.6m subscribers; DTC adjusted EBITDA $366m at a 14.8% margin. TV Media revenue $3.128bn (-9%) with advertising -14% and affiliate -6%, yet adjusted EBITDA of $1.1bn at a 34% margin versus 26.4%. Studios revenue $1.314bn (+16%). Efficiency target raised to over $2.7bn run-rate by end-2026. Seven-year UFC deal began in 2026: 20m subscriber households, 200m+ hours viewed.

Products: Paramount+, Pluto TV, CBS, Paramount Pictures, Showtime

Fox Corporation

Broadcast, cable news and sports group that retained linear assets rather than pursuing a streaming-first strategy, plus the free ad-supported service Tubi.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Nielsen recorded Fox at 7.8% of US TV viewing in July 2026, the largest month-on-month distributor increase, driven by FIFA World Cup coverage. Fox's own FY2026 results could not be retrieved for this dossier.

Products: FOX, FOX News, FOX Sports, Tubi

Sony Pictures Entertainment

The only major Hollywood studio without a general-entertainment subscription streaming service, operating as an arms-length supplier to all of them.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Continues an arms-length licensing strategy while every other major runs a captive streaming service; the DOJ's 2026-06-12 clearance statement relied on the persistence of broad third-party content licensing in this sector.

Products: Columbia Pictures, Sony Pictures Television, Crunchyroll

Amazon (Prime Video / MGM Studios)

Streaming and studio operation funded from a retail and cloud profit pool, which allows rights bidding at prices a pure-play media company cannot justify.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Named by the DOJ in its 2026-06-12 clearance statement as one of the incumbent SVOD leaders against which the merged Paramount/WBD would be a late entrant. SAG-AFTRA's 2026 agreement lists Amazon among the highest-tier platforms for foreign residual increases.

Products: Prime Video, MGM Studios, Amazon ad-supported tier

Apple (Apple TV)

Sub-scale streaming service operated as an ecosystem feature rather than a standalone profit centre, and an active bidder for live sports rights.

Original record and source trail

Confidence (seed): low · 2026-09-15

Continues to hold live sports rights positions alongside Amazon and Netflix, contributing to the buyer set that sustains rights inflation. Does not disclose subscriber or segment profitability figures for its video service.

Products: Apple TV, Apple TV app

YouTube (Alphabet Inc.)

The single largest distributor of television viewing in the United States, commissioning almost none of its own content and carrying no content-amortisation burden.

Original record and source trail

Confidence (seed): high · 2026-09-15

Reached a record 14.2% of all US TV viewing in Nielsen's July 2026 Media Distributor Gauge, extending its lead over the second-placed distributor to 5.0 share points. Ofcom recorded UK TV-set viewing of YouTube at 19 minutes per person per day in 2025, up 111% from 9 minutes in 2022, and 80% of all UK video-sharing-platform viewing.

Products: YouTube, YouTube TV, YouTube Premium, YouTube Shorts

Versant Media Group

The cable-network portfolio separated from Comcast/NBCUniversal; the first of the sector's managed-decline network vehicles.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Deconsolidated from Comcast — Q2 2026 revenue comparisons are presented pro forma excluding Versant and Sky Germany. Nielsen reports the combined distributor entity as 'NBCU-Versant' at 9.2% of US TV viewing in July 2026, second only to YouTube.

Products: USA Network, CNBC, MSNBC (as separated), Syfy, E!, Golf Channel

Roku, Inc.

Connected-TV operating system and advertising platform that monetises distribution rather than content ownership.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Appears as a distributor in Nielsen's Gauge series; specific July 2026 share was not published in the release, which named only a partial ranking.

Products: Roku OS, The Roku Channel, Roku devices

AMC Entertainment Holdings

The largest cinema circuit in the world by screens, operating with high fixed costs against an admissions base structurally below 2019.

Original record and source trail

Confidence (seed): high · 2026-09-15

Operates against a US market that generated $8.529bn on 754.1m admissions in 2025 versus $11.226bn on 1,225.6m admissions in 2019 — 76% of the revenue on 62% of the audience.

Products: AMC Theatres, AMC Stubs A-List, Dolby Cinema at AMC

Cinemark Holdings

US and Latin American cinema circuit, generally the most consistently profitable of the large US exhibitors.

Original record and source trail

Confidence (seed): high · 2026-09-15

Exposed to the same admissions gap as the rest of US exhibition: consecutive annual admissions declines of 819.3m (2023), 762.2m (2024) and 754.1m (2025) against roughly flat dollar revenue.

Products: Cinemark Theatres, Cinemark XD, Movie Club

IMAX Corporation

Premium large-format projection licensor whose per-screen pricing premium is the durable version of the premium-format thesis that 3D was not.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Premium formats are the mechanism holding theatrical dollar revenue roughly flat while admissions decline, which is the specific reason revenue and attendance have diverged since 2023.

Products: IMAX theatres, IMAX with Laser, IMAX filmed-for cameras

Charter Communications

Major US cable distributor and a principal counterparty on the affiliate-fee contracts whose value is now falling.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Sits on the paying side of the affiliate-fee decline that saw Paramount's affiliate revenue fall 6% year on year in Q2 2026; US cable viewing share fell to 18.7% in July 2026, below broadcast.

Products: Spectrum TV, Spectrum Internet

Nielsen

The sector's reference audience-measurement currency; its monthly Gauge defines the reported shares of streaming, broadcast and cable.

Original record and source trail

Confidence (seed): high · 2026-09-15

July 2026 Gauge: streaming 49.0%, broadcast 19.5%, cable 18.7%, YouTube a record 14.2%. Confirmed that methodological updates to The Gauge and Media Distributor Gauge will be implemented in autumn 2026 using ARF DASH universe estimates; announced new local methodology enhancements on 2026-08-31.

Products: The Gauge, Media Distributor Gauge, Ad Supported Gauge, National TV ratings

Comscore, Inc.

Cross-platform measurement firm and the industry's standard source for theatrical box-office reporting.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Operates as an alternative currency to Nielsen at a moment when Nielsen's own series is being recalibrated; its box-office data is the industry standard for theatrical reporting.

Products: Comscore Movies, Comscore TV, Proximic

Advertising Research Foundation (DASH)

Industry research body whose DASH service supplies the universe estimates Nielsen is adopting for the recalibrated Gauge.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Its DASH universe estimates become the basis for Nielsen's Gauge and Media Distributor Gauge from the autumn 2026 television season, a change analysts expect to reduce streaming's reported dominance.

Products: DASH universe estimates

A24

Independent film and television studio cited by name in a federal merger-clearance decision as evidence of competitive entry in theatrical.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Named alongside Blumhouse in the DOJ Antitrust Division's 2026-06-12 statement as a theatrical 'disruptor' demonstrating that the theatrical market remains competitive — an unusually load-bearing role for an independent in a $110bn merger review.

Products: A24 theatrical releases, A24 television

Blumhouse Productions

Low-budget horror producer whose cost model has proven repeatedly durable through theatrical downturns.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Cited by the DOJ on 2026-06-12 as evidence of continued competitive entry in theatrical distribution; its budget discipline is the counter-model to the content-spend cycle now being unwound sector-wide.

Products: Blumhouse theatrical releases, Blumhouse Television

RedBird Capital Partners

Private investment firm backing the Skydance-Paramount combination and the equity funding for the Warner Bros. Discovery acquisition.

Original record and source trail

Confidence (seed): high · 2026-09-15

Jointly with the Ellison family, fully backing $47bn of new Class B shares at $16.02 to fund the $31.00-per-share acquisition of Warner Bros. Discovery announced 2026-02-27.

Products: Sports and media private equity

Apollo Global Management

Alternative asset manager providing part of the debt package for the largest media acquisition ever attempted.

Original record and source trail

Confidence (seed): high · 2026-09-15

Together with Bank of America and Citigroup, committed $54bn of debt financing for the Paramount/Warner Bros. Discovery transaction, with no financing condition — debt structured before the FOMC's hawkish-lean July 2026 hold.

Products: Private credit, Direct lending

OpenAI

Generative-AI developer whose Sora video model is the first to be licensed premium studio character IP at scale. Primary coverage belongs to sector 01; included here as the counterparty to the sector's defining AI transaction.

Original record and source trail

Confidence (seed): high · 2026-09-15

Signed a three-year agreement with Disney on 2025-12-11 covering more than 200 characters from Disney, Marvel, Pixar and Star Wars — explicitly excluding talent likenesses and voices — alongside a $1bn Disney equity investment, warrants, and an API supply relationship for Disney+ and internal deployment.

Products: Sora, ChatGPT, OpenAI APIs

SAG-AFTRA

The performers' union, and in practice the operative regulator of AI use in US scripted production in the absence of statute.

Original record and source trail

Confidence (seed): high · 2026-09-15

Members ratified the 2026 TV/Theatrical agreement on 2026-06-04 with 91.42% approval on 19.25% participation, effective 2026-07-01 to 2030-06-30. Terms: 3% annual wage increases (12.55% cumulative); SVOD Success Bonus Distribution Fund raised from 25% to 35%; synthetic performers require union notice, bargaining and a 'significant additional value' demonstration, with damages potentially exceeding human performer compensation.

Products: 2026 TV/Theatrical Contracts, Digital replica consent framework, Synthetic performer bargaining regime

Writers Guild of America

The writers' union; co-architect with SAG-AFTRA of the 2023 post-strike AI framework and counterparty to a concluded 2026 Minimum Basic Agreement.

Original record and source trail

Confidence (seed): medium · 2026-09-15

A 2026 WGA Theatrical and Television Basic Agreement was concluded, with a Memorandum of Agreement, summary and contract-changes FAQ published on the union's site. The specific AI, residual and wage terms could not be retrieved for this dossier and are recorded as a data gap.

Products: Minimum Basic Agreement, 2026 WGA Theatrical and Television Basic Agreement

IATSE

The union covering below-the-line crew — the labour category most directly exposed to both production-volume decline and generative-AI workflow adoption.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Its membership bears the incidence of the sector-wide efficiency programmes — Paramount's $2.7bn run-rate target plus $3bn+ of combination synergies, and over $6bn of stated Paramount/WBD synergies.

Products: Basic Agreement, Area Standards Agreement

Motion Picture Association

Trade association of the major studios, handling copyright policy, anti-piracy and the theatrical market's public data.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Represents the studio position on generative-AI copyright questions now being settled commercially through deals such as Disney/OpenAI rather than through legislation.

Products: THEME report, Anti-piracy programmes, Content ratings (CARA)

US Department of Justice, Antitrust Division

Federal antitrust enforcer; cleared the largest media merger ever attempted, only to be overridden in practice by state enforcers.

Original record and source trail

Confidence (seed): high · 2026-09-15

Closed its investigation of the Paramount Skydance / Warner Bros. Discovery merger on 2026-06-12 after an eight-month review of more than two million documents from 80-plus custodians, finding no likely harm to competition in SVOD, linear TV or theatrical, and explicitly addressing complainants' labour-market theories and the Disney/Fox precedent.

Products: Merger review, HSR enforcement

California Office of the Attorney General

Lead state enforcer in the twelve-state antitrust action that halted the Paramount/Warner Bros. Discovery merger after federal clearance.

Original record and source trail

Confidence (seed): high · 2026-09-15

Leads twelve states suing to block the $111bn merger on the theory that it would reduce competition for basic cable channels and blockbuster film distribution. A California judge issued a restraining order; Paramount subsequently agreed to postpone the merger to June 2027 or until the court rules, and moved for a bond of roughly $1.8bn against the attorneys general.

Products: State antitrust enforcement

Federal Communications Commission

US regulator of broadcast licences, retransmission consent and media ownership — the rule set built for a bundle that is disappearing.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Broadcast licence transfers remain a required approval for the Paramount/WBD transaction; its retransmission-consent framework governs the affiliate fees now falling outright at Paramount (-6% year on year in Q2 2026).

Products: Broadcast licence transfers, Retransmission consent rules, Media ownership limits

Ofcom

UK communications regulator and publisher of Media Nations, the best public dataset on video consumption in any major market.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published Media Nations 2026 on 2026-07-29: UK in-home video 4h23m/day with broadcaster content at 53%; linear TV down 14 minutes to 1h51m; YouTube at 41 minutes/day (+18%) and 19 minutes/day on the TV set (+111% versus 2022); 16-24 weekly broadcaster reach down from 43% in 2022 to 26% in 2025; commercial broadcaster revenue down 3% to GBP 4.83bn.

Products: Media Nations, Broadcasting Code, PSB review

European Commission — DG CNECT

Sets the EU audiovisual framework, including the European-works quota and investment obligations that act as a floor on streamer commissioning in Europe.

Original record and source trail

Confidence (seed): low · 2026-09-15

Its European-works obligations are the main regulatory counterweight to the sector-wide content-spend reduction; the EU AI Act's transparency obligations took effect 2026-08-02 while high-risk employment obligations were deferred to 2027-12-02.

Products: AVMS Directive, European works quota, EU merger control

Korea Creative Content Agency (KOCCA)

South Korean government agency funding and promoting the K-content pipeline that supplies a material share of global streaming engagement.

Original record and source trail

Confidence (seed): low · 2026-09-15

Included as the institutional anchor of the non-English content economics that account for over one third of Netflix viewing. No KOCCA primary source could be retrieved within this session's capacity — recorded as a data gap.

Products: Content production support, International co-production funding

Josh D'Amaro

Chief Executive Officer of The Walt Disney Company from 2026-03-18, previously Chairman of Disney Experiences.

Original record and source trail

Confidence (seed): high · 2026-09-15

Named next CEO on 2026-02-03 and took office on 2026-03-18, succeeding Bob Iger. Aged 54 at appointment. Previously led Disney Experiences, a $36bn FY2025 revenue segment which produced $3.017bn of operating income in the June 2026 quarter — more than all of Entertainment and Sports combined.

Products:

Dana Walden

President and Chief Creative Officer of The Walt Disney Company, a newly created enterprise-wide role.

Original record and source trail

Confidence (seed): high · 2026-09-15

Appointed to the newly created enterprise-wide President and Chief Creative Officer role effective 2026-03-18, having been Co-Chairman of Disney Entertainment.

Products:

Robert A. Iger

Stepped down as Disney CEO on 2026-03-18 after nearly two decades of leadership across two tenures.

Original record and source trail

Confidence (seed): high · 2026-09-15

Stepped down as CEO on 2026-03-18, continuing as Senior Advisor and Board member until retirement on 2026-12-31. Signed the Disney/OpenAI Sora agreement on 2025-12-11, framing generative AI as an extension of storytelling.

Products:

David Ellison

Chairman and Chief Executive Officer of Paramount Skydance, leading the attempted acquisition of Warner Bros. Discovery.

Original record and source trail

Confidence (seed): high · 2026-09-15

Leading the $31.00-per-share, roughly $110bn-enterprise-value bid for Warner Bros. Discovery, with $47bn of equity backed by the Ellison family and RedBird Capital. Stated in the Q2 2026 shareholder letter that the company remains confident of completion, with 65 jurisdictions having cleared or declined to challenge.

Products:

Ted Sarandos

Co-Chief Executive Officer of Netflix, responsible for content strategy.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Oversees the content strategy behind Netflix's 33.4% Q2 2026 operating margin, its disclosure of generative-AI workflows in approximately 300 titles in 2026, and non-English content exceeding one third of viewing.

Products:

Brian L. Roberts

Chairman and Chief Executive Officer of Comcast Corporation.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Announced in Q2 2026 the intention to separate NBCUniversal and Sky through a tax-free spin-off, following the earlier separation of the cable networks into Versant, in the same quarter Peacock reported its first profit at $189m adjusted EBITDA.

Products:

Tencent Holdings Ltd.

The world's largest games company by revenue, operating domestic Chinese titles and a portfolio of controlling and minority stakes in Western studios including Riot Games, Supercell and Epic Games.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026 domestic games revenue RMB47.3bn (+17% YoY); international games RMB18.6bn (-0.8% reported, +4% constant currency). Delta Force and VALORANT PC reached lifetime-high average DAU. Closed TiMi Montreal in February 2026.

Products: Honor of Kings, Delta Force, VALORANT (via Riot), Roco Kingdom: World, WeGame

NetEase, Inc.

China's second-largest games publisher, increasingly focused on international expansion through Marvel Rivals and Where Winds Meet.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026 total net revenues RMB30.1bn (+7.9% YoY); games and related value-added services RMB25.0bn (+9.7% YoY); gross margin approximately 70.4%. Launched Sea of Remnants in China in July 2026.

Products: Marvel Rivals, Where Winds Meet, Identity V, Sea of Remnants, Naraka: Bladepoint

Roblox Corporation

The largest user-generated-content games platform, operating a closed Robux economy with a developer cash-out programme. Now the sector's principal test case for age assurance.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026 (reported 2026-07-30): bookings $1,557m (+8%), revenue $1,469m (+36%), DAU 123m against a 152m Q3 2025 peak, DevEx payouts $363m, net loss $185m, FCF $294m. Guided Q3 2026 bookings to a 14-18% decline — its first. Announced Roblox Everywhere on 2026-09-14.

Products: Roblox client, Roblox Studio, Developer Exchange, Roblox Kids / Select, Roblox Everywhere

Epic Games, Inc.

Developer of Unreal Engine and Fortnite, operator of the Epic Games Store, and the plaintiff whose litigation against Apple and Google reset mobile platform economics worldwide.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Cut approximately 1,000 staff on 2026-03-24. Completed its Google settlement in March 2026, with Fortnite returning to Google Play globally by 2026-03-19. Continues to contest Apple's proposed 15% external-link commission filed 2026-08-14.

Products: Fortnite, Unreal Engine 5, UEFN, Epic Games Store, Fab

Apple Inc.

Operator of the App Store, the single largest distribution channel for mobile games and the defendant in the litigation and regulatory actions that have reset commission rates in the US, EU, Japan and Brazil.

Original record and source trail

Confidence (seed): high · 2026-09-15

Cut China commissions to 25%/12% effective 2026-03-15; opened Japan to alternative marketplaces from iOS 26.2 (2025-12-17) and Brazil from iOS 26.5 (2026-06-18); published a unified EU schedule effective 2026-10-01 abolishing the Core Technology Fee. Filed a 15%/10%/5% external-link commission proposal on 2026-08-14 after the Supreme Court refused a delay on 2026-08-13. Reduced its Vision Pro team by approximately 100.

Products: App Store, StoreKit, Core Technology Commission, Apple Arcade, Vision Pro

Alphabet / Google LLC

Operator of Google Play, which following the Epic settlement has unbundled its service fee from a separate billing fee and cut headline rates in the US, UK and EEA.

Original record and source trail

Confidence (seed): high · 2026-09-15

Completed the Epic settlement in March 2026. New service-fee schedule effective 2026-06-30 in the US, UK and EEA: 20% (new installs) or 25% (existing installs) plus a separate 5% billing fee; 10% + 5% on subscriptions; 20% for external web links.

Products: Google Play, Play Billing, Play Games Level Up programme, Android XR

Microsoft Corporation (Microsoft Gaming)

Owner of Xbox, Activision Blizzard King and ZeniMax; the largest first-party studio group in the industry and the originator of the day-one subscription model.

Original record and source trail

Confidence (seed): high · 2026-09-15

Xbox content and services revenue fell 10% YoY in the quarter ended 2026-06-30. Restructured Game Pass on 2025-10-01 (Ultimate to $29.99) then cut Ultimate and PC pricing on 2026-04-21 and removed day-one Call of Duty for future titles. Blizzard developers ratified a first union contract on 2026-09-10. Agreed to publish Kojima Productions' Physint (2026-09-10).

Products: Xbox Game Pass, Xbox Series X|S, Call of Duty, Minecraft, Xbox Cloud Gaming

Sony Group Corporation (Sony Interactive Entertainment)

Operator of the PlayStation platform, the largest premium console ecosystem by installed base, and publisher of a first-party slate that it has been consolidating.

Original record and source trail

Confidence (seed): low · 2026-09-15

Cumulative PS5 sales reported at 93 million units as of 2026-03-30. Raised US prices on 2026-04-02 (PS5 Digital Edition +$50, PS5 Pro +$150), citing the global economic landscape. Closed Bluepoint Games on 2026-02-19. Withdrew support for Kojima Productions' Physint.

Products: PlayStation 5 / PS5 Pro, PlayStation Plus, PSVR2, first-party studio output

Nintendo Co., Ltd.

Vertically integrated platform holder and first-party publisher, currently in the second year of the Nintendo Switch 2 hardware cycle.

Original record and source trail

Confidence (seed): high · 2026-09-15

As of 2026-06-30 Nintendo reported cumulative Switch 2 sales of 23.68m hardware units and 58.17m software units, alongside 156.59m lifetime Switch units and 1,561.95m Switch software units.

Products: Nintendo Switch 2, Nintendo Switch, Nintendo Switch Online, first-party franchises

Take-Two Interactive Software, Inc.

Publisher of Rockstar Games, 2K and Zynga; the clearest public example of a publisher whose bookings are dominated by recurrent consumer spending.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q1 FY2027 (quarter ended 2026-06-30): net bookings $1.39bn, GAAP net revenue $1.53bn, recurrent consumer spending 84% of net bookings, net loss $34.1m. Reiterated FY2027 net bookings guidance of $8.0-8.2bn. Grand Theft Auto VI confirmed for 2026-11-19; pre-orders opened 2026-06-24. A union-busting tribunal involving former Rockstar staff proceeded in Glasgow from 2026-09-11.

Products: Grand Theft Auto VI, NBA 2K27, Zynga mobile portfolio, Red Dead Online

Electronic Arts Inc.

Sports and shooter publisher taken private in 2026 by a Saudi-led consortium; the first top-five Western publisher to leave public markets.

Original record and source trail

Confidence (seed): high · 2026-09-15

Completed its acquisition by PIF, Silver Lake and Affinity Partners on 2026-08-04. Shipped Madden NFL 27 (2026-08-13) and EA SPORTS FC 27 (2026-09-14). Reported to use generative AI for commentator voiceover in NHL 27 (2026-09-10).

Products: EA SPORTS FC 27, Madden NFL 27, Battlefield, The Sims, Apex Legends

KRAFTON, Inc.

Korean publisher of the PUBG franchise, pursuing an explicitly AI-centred development strategy.

Original record and source trail

Confidence (seed): high · 2026-09-15

Appointed Kangwook Lee as Chief AI Officer on 2026-02-24 with a remit over gameplay AI, developer tools and long-term research. Record quarterly revenue of KRW1.3714tn in Q1 2026 (+56.9% YoY) and KRW1.29tn in Q2 2026 (+94.9% YoY).

Products: PUBG: Battlegrounds, PUBG Mobile, inZOI, Subnautica 2

Valve Corporation

Operator of Steam, the dominant PC games storefront, and of the AI-content disclosure regime that supplies the sector's only hard denominator for generative-AI adoption.

Original record and source trail

Confidence (seed): high · 2026-09-15

Steam set a concurrent-user record of 42,318,602 in March 2026, its third record in three months. Exempted code and game logic from AI disclosure in January 2026. Announced Steam Frame pricing from $1,059 on 2026-09-14.

Products: Steam, Steam Deck, Steam Frame, SteamVR, Steam AI content disclosure

Unity Software Inc.

Provider of the Unity engine and an advertising network; the most widely used engine in mobile and independent development.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Released an official Claude Code plugin with 29 built-in engine skills on 2026-09-10, making agentic code assistance a first-party engine capability.

Products: Unity Engine, Unity Ads / Vector, Unity Claude Code plugin

Meta Platforms, Inc. (Reality Labs)

Operator of the Quest platform and Horizon Worlds, and by far the largest spender on consumer XR.

Original record and source trail

Confidence (seed): high · 2026-09-15

Reality Labs Q2 2026 revenue $431m (+16.5% YoY) against an operating loss of $4,619m; H1 2026 revenue $833m against an operating loss of $8,647m. Project Phoenix appeared in Quest firmware on 2026-09-10; Horizon OS 2.7 added 240Hz support.

Products: Meta Quest 3 / 3S, Horizon OS, Horizon Worlds, Meta Ray-Ban Display, Project Phoenix

Ubisoft Entertainment SA

French publisher restructuring into creative houses after several years of contraction, with a Tencent investment in a subsidiary holding its largest franchises.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Closed its Winnipeg (approximately 65 staff) and Belgrade (approximately 100 staff) studios on 2026-06-10.

Products: Assassin's Creed, Rainbow Six Siege, Far Cry, Ubisoft+

Public Investment Fund (PIF)

Saudi Arabia's sovereign wealth fund, now the controlling shareholder of Electronic Arts and, through Savvy Games Group, the dominant capital source in esports.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Completed the take-private of Electronic Arts with Silver Lake and Affinity Partners on 2026-08-04.

Products: Savvy Games Group, ESL FACEIT Group, Scopely, Esports World Cup

Silver Lake

Technology-focused private equity firm and co-lead of the Electronic Arts take-private.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Co-led the completed take-private of Electronic Arts on 2026-08-04.

Products: EA (co-control), Endeavor, Unity (historic)

Niko Partners

Specialist research firm covering Asian and Middle Eastern games markets; the standard public tracker for NPPA licence approvals.

Original record and source trail

Confidence (seed): high · 2026-09-15

Reported 1,771 NPPA approvals in 2025 (+25.07% on 2024) and 779 approvals through the May 2026 batch (+19% YTD), projecting more than 2,300 for full-year 2026.

Products: NPPA approval tracking, China and Asia market models

National Press and Publication Administration (NPPA)

The Chinese regulator that issues the licences (banhao) without which a game cannot be commercially monetised in mainland China.

Original record and source trail

Confidence (seed): high · 2026-09-15

Issued 1,771 approvals in 2025 and 779 through May 2026 (754 domestic, 25 imported), on a predictable monthly cadence of roughly 130-160 titles.

Products: Domestic game approval batches, Imported game approval batches

European Commission — DG COMP / DG CNECT

Enforcer of the Digital Markets Act, whose gatekeeper obligations produced Apple's unified EU fee schedule and the alternative-distribution routes that games publishers now have available.

Original record and source trail

Confidence (seed): high · 2026-09-15

DMA enforcement drove Apple's EU terms effective 2026-10-01, abolishing the Core Technology Fee, Initial Acquisition Fee and Store Services Fee in favour of a 5% Core Technology Commission and a 26%/20%/15% commission ladder.

Products: Digital Markets Act, Digital Services Act

Japan Fair Trade Commission (JFTC)

Administers Japan's Mobile Software Competition Act, which forced Apple and Google to permit alternative marketplaces and out-of-app payments in Japan.

Original record and source trail

Confidence (seed): high · 2026-09-15

MSCA compliance took effect with iOS 26.2 from 2025-12-17; all Apple developers were required to accept updated terms by 2026-03-17. Resulting Japan rates: 21% commission plus 5% Apple payment processing, 15%/10% on out-of-app links, 5% Core Technology Commission.

Products: Mobile Software Competition Act

US District Court for the Northern District of California

The court in which both Epic v Apple and Epic v Google were decided, and which is currently determining what commission Apple may charge on US external-link purchases.

Original record and source trail

Confidence (seed): high · 2026-09-15

Apple filed a proposed 15%/10%/5% external-link commission structure on 2026-08-14 after the Supreme Court refused a delay on 2026-08-13; US external-link purchases remain at 0% commission pending a ruling.

Products: Epic v Apple injunction and contempt ruling, Epic v Google injunction

Entertainment Software Association (ESA)

The US games industry trade association; publisher of Essential Facts and the sector's main US economic-impact and consumer-spending data alongside Circana.

Original record and source trail

Confidence (seed): high · 2026-09-15

2026 Essential Facts (published 2026-08-19) reports 212.3m Americans playing games with an average age of 37. Reported 2025 US consumer spending of $60.7bn (+1.4%) on 2026-02-11 with Circana and Sensor Tower.

Products: Essential Facts, Power of Play, US economic impact report, E3 (discontinued)

Circana (formerly NPD)

The standard point-of-sale and consumer-spending tracker for the US and several European games markets.

Original record and source trail

Confidence (seed): high · 2026-09-15

Measured 2025 US consumer spending at $60.7bn (revised to $60.8bn in March 2026), the second-highest on record behind 2021's $61.7bn: content $52.3bn, hardware $5.4bn (+9%), accessories $2.95bn (-7%), subscriptions +20%.

Products: US video game consumer spending tracking, Player Engagement Tracker

Newzoo

The most widely cited global games market model, now part of Liftoff.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Modelled the 2026 global games market at $213.9bn (+6.1%): mobile $121.1bn (+6.8%), console $46.9bn (+5.1%), PC $45.9bn (+5.3%); 3.7bn players; APAC $100.7bn (47% of global). Preview published 2026-08-25, full report 2026-09-10.

Products: Global Games Market Report, PC & Console Gaming Report

GameDiscoverCo

Independent analytics newsletter and data service covering Steam discovery, revenue distribution and player sentiment.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published a 2021-versus-2025 Steam hit-cohort analysis on 2026-08-25 showing a 15% fall in the median price of top-selling PC games, and an AI-acceptance survey of 3,800 Steam players on 2026-08-18.

Products: GameDiscoverCo Plus, Steam data tools, Fan Snapshot survey cohort

Sensor Tower

Mobile market intelligence provider (having absorbed data.ai/App Annie), and a data contributor to ESA's US spending figures.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Contributed mobile data to the 2025 US consumer spending figure of $60.7bn; published Japan mobile market analysis with Adjust on 2026-09-03 sizing Japan mobile game IAP at $10.6bn.

Products: State of Mobile, Top mobile games by revenue and downloads, Digital Market Index

Communications Workers of America (CWA)

The principal US union organising video game workers, including at Microsoft-owned studios under a labour-neutrality agreement.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Blizzard developers ratified a first union contract on 2026-09-10 covering artificial intelligence, layoffs and remote work.

Products: ZeniMax Workers United, Blizzard bargaining units

SAG-AFTRA

US performers' union whose Interactive Media Agreement governs voice and motion-capture work and contains the sector's first negotiated AI consent and compensation terms.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Its AI provisions are the reference point against which publisher generative-voice deployments, including EA's reported NHL 27 commentary, are now assessed.

Products: Interactive Media Agreement, Tiered-Budget Independent Interactive Media Agreement

Mat Piscatella

Executive Director for video games at Circana and the most widely quoted public source on US games consumer spending.

Original record and source trail

Confidence (seed): high · 2026-09-15

Stated on 2026-02-11 that 2025 US spending of $60.7bn was the second-highest total in US history behind 2021's $61.7bn.

Products: Circana US games spending commentary

Tim Sweeney

Founder and CEO of Epic Games; the individual most responsible for the litigation that has reset mobile platform commission rates.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Continued to contest Apple's proposed external-link commission after Apple's 2026-08-14 court filing; Epic completed its Google settlement in March 2026.

Products: Unreal Engine, Fortnite, Epic Games Store

David Baszucki

Co-founder and CEO of Roblox, and the principal public advocate for the UGC-platform economic model.

Original record and source trail

Confidence (seed): high · 2026-09-15

Oversaw the global rollout of mandatory age assurance in January 2026 and the June 2026 account-tier split, and guided Roblox to its first quarterly bookings decline in Q3 2026.

Products: Roblox, Developer Exchange, Roblox Everywhere

Strauss Zelnick

Chairman and CEO of Take-Two Interactive, overseeing the largest single release event in the sector's history.

Original record and source trail

Confidence (seed): high · 2026-09-15

Reiterated FY2027 net bookings guidance of $8.0-8.2bn on 2026-08-07 and confirmed Grand Theft Auto VI for 2026-11-19, stating the company expects to sustain the resulting scale.

Products: Grand Theft Auto VI, NBA 2K, Zynga

Embracer Group AB

Swedish acquisition-led publisher that has been divesting and closing studios since its 2023 restructuring, and has split into separate listed entities.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Closed Vertigo Games Amsterdam on 2026-06-09, removing one of the larger dedicated VR studios in Europe.

Products: Vertigo Games, Coffee Stain, Plaion, Dark Horse

Riot Games, Inc.

Tencent-owned developer of League of Legends and VALORANT, and one of the largest esports operators.

Original record and source trail

Confidence (seed): medium · 2026-09-15

VALORANT PC reached lifetime-high average DAU in Q2 2026. Marc Merrill indicated on 2026-09-08 that Riot is exploring premium paid game development beyond free-to-play; Riot was reported on 2026-09-11 to be considering prediction-market deals.

Products: League of Legends, VALORANT, Teamfight Tactics, Riot esports leagues

Polyarc, Inc.

Independent VR studio behind the Moss series, widely regarded as one of the strongest dedicated VR developers; shut down in September 2026.

Original record and source trail

Confidence (seed): high · 2026-09-15

Shut down on approximately 2026-09-11 to 2026-09-14, one of several dedicated VR studio closures in 2026 alongside Vertigo Games Amsterdam and layoffs at Schell Games.

Products: Moss, Moss: Book II

Anthropic PBC

AI developer whose Claude Code agentic coding product is now shipped as an official Unity engine plugin, making it the first model provider embedded directly in a major game engine.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Its Claude Code plugin for Unity, with 29 built-in engine skills, launched on 2026-09-10.

Products: Claude, Claude Code, Unity Claude Code plugin (with Unity)

Omnicom Group

The largest marketing and sales services holding company after completing its all-stock acquisition of Interpublic Group on 2025-11-26. Reports core operations across integrated media, advertising, health, public relations and experiential.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026 core revenue $6.0bn, +6.1% organic, 17.8% adjusted EBITA margin, $87.1m of repositioning and integration costs. Targeting $1.5bn gross cost synergies and a headcount reduction from ~120,000 to ~105,000 during 2026. Lost the PepsiCo media account to Publicis in 2026.

Products: Omni platform, OMG media agencies, BBDO, DDB, TBWA, Flywheel, IPG networks (McCann, FCB, MullenLowe, Acxiom)

Publicis Groupe

French holding company and the sector's growth outlier, built on the 2019 Epsilon acquisition and a data-and-technology-first positioning. The only major holdco adding headcount while growing.

Original record and source trail

Confidence (seed): high · 2026-09-15

H1 2026 net revenue EUR 7,229m, +4.7% organic (Q2 +4.8%), headline margin 17.5%, FY2026 organic guidance raised to +4.5% to +5%. Agreed to acquire LiveRamp on 2026-05-17 for $2.167bn enterprise value. Won PepsiCo global media (reported $1.1bn net billings gain) and exited Coca-Cola North American media (reported $805m) on conflict. Headcount rose from 108,179 (end-2024) to ~114,000 (mid-2026).

Products: Epsilon, Publicis Sapient, Publicis Media, Leo Burnett, Saatchi & Saatchi, Marcel, CoreAI

WPP plc

UK-listed holding company in the middle of a turnaround under CEO Cindy Rose, after repeated 2025 guidance downgrades and a fall out of the FTSE 100.

Original record and source trail

Confidence (seed): high · 2026-09-15

H1 2026 revenue GBP 6,373m (-3.2% LFL); revenue less pass-through costs GBP 4,745m (-4.7% LFL); headline operating margin 8.4%; FY2026 margin guidance 12-13%. Top 25 clients down 6.3% LFL in H1. Elevate28 targets GBP 500m gross annualised savings by 2028. Headcount down 8.1% year over year to ~97,400; ~1,260 roles cut in H1 2026. WPP Media won $3bn and lost $2.81bn of accounts in 2026 to date, a 43% retention rate against 16% in 2025. Shares rose ~30% on the H1 print.

Products: WPP Media (formerly GroupM), WPP Open / WPP Open Pro, Ogilvy, VML, AKQA, Hogarth, Burson

Dentsu Group

Japan's dominant advertising group and the sector's principal non-Western holding company, with a domestic Japanese business and a separately-managed international business under restructuring.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Headcount broadly flat at ~67,500 (end-2024 67,667; end-2025 67,454), with an international reduction programme of 3,400 roles of which ~3,000 were completed by mid-2026. Launched Content Engine integrating media planning and creative delivery. Partnered with The Trade Desk on retail media during 2026. Received a cease-and-desist order from Japan's Fair Trade Commission in 2025.

Products: Dentsu Japan, Dentsu International (Carat, iProspect, Merkle, dentsu creative), Content Engine

Havas N.V.

The smallest of the major holding companies, spun out of Vivendi and separately listed in December 2024, operating a 'Converged' integrated model.

Original record and source trail

Confidence (seed): low · 2026-09-15

Headcount 22,960 at 2026-06-30, up 165 year over year, following 2025 exits of 5,405 (1,906 involuntary, 3,498 voluntary). H1 2026 financial detail could not be retrieved from primary sources during this research.

Products: Havas Media Network, Havas Creative Network, Havas Health, Converged platform

Alphabet Inc. / Google

The largest single seller of advertising and the owner of the dominant publisher ad server and ad exchange, found to have illegally monopolised both in April 2025.

Original record and source trail

Confidence (seed): medium · 2026-09-15

On 2026-09-02 Judge Brinkema declined to order divestiture of AdX or DFP and imposed behavioural remedies instead; the memorandum opinion was sealed for 14 days and a proposed final judgment is due within 30 days. Estimated at 29% of US advertising revenue in 2025 (Madison & Wall). Alphabet Q2 2026 segment advertising revenue could not be retrieved from primary sources during this research.

Products: Google Ads, Performance Max, Google Ad Manager (DFP), AdX, DV360, YouTube ads, AI Overviews, AI Mode

Meta Platforms

The second-largest seller of advertising, monetising Facebook, Instagram, WhatsApp and Threads through AI-ranked auction advertising.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026 revenue $60.801bn (+28%); advertising revenue $59.363bn (+27%); ad impressions +14% and average price per ad +12%; Family daily active people 3.60bn (+3%). Operating margin fell to 31% from 43% on a 55% cost increase including $2.4bn of legal charges and $1.18bn of severance. FY2026 capex guided to $130-145bn.

Products: Advantage+, Meta Ads Manager, Reels ads, Robyn (open-source MMM)

Amazon Advertising

The third pole of the advertising market, combining Sponsored Products search advertising with an increasingly aggressive omnichannel DSP that undercuts rivals on fees.

Original record and source trail

Confidence (seed): high · 2026-09-15

Sued by the FTC and 22 state attorneys general on 2026-08-26 over an alleged 'soft reserve price' in Sponsored Products auctions; the FTC estimates ~$20bn of revenue since 2019, Amazon says advertisers saved over $8bn from 2021 to 2025. Amazon DSP is excluded from the allegations. Began a pilot on 2026-09-10 selling ChatGPT inventory through Amazon DSP. Has secured supply across Netflix, Roku, Spotify, SiriusXM, Disney, Hulu and ESPN, charging near-zero fees on programmatic guaranteed deals against 15-20% at rivals. Note: Amazon's retail-media revenue line is covered by sector 12.

Products: Sponsored Products, Sponsored Brands, Amazon DSP, Amazon Marketing Cloud, Prime Video ads

The Trade Desk

The largest independent demand-side platform, positioned as the neutral buying layer for the open internet, now facing a sharp growth deceleration.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026 revenue $715m, +3% year over year against +19% in Q2 2025; net income $64m; adjusted EBITDA $241m at 34% margin; Q3 2026 guidance of at least $650m. Customer retention above 95%. Added Netflix and Samsung Ads supply; partnered with Databricks and Adobe; retail media partnership with Dentsu. Released Kokai Zuma on 2026-08-27.

Products: Kokai, Kokai Zuma, OpenPath, Unified ID 2.0, Ventura (CTV OS)

LiveRamp Holdings

The largest independent identity-resolution and data-collaboration platform, historically the neutral spine connecting advertiser, publisher and retailer data. Being acquired by Publicis.

Original record and source trail

Confidence (seed): high · 2026-09-15

Agreed to be acquired by Publicis on 2026-05-17 at a 29.8% premium; ~1,300 employees; 13% trailing five-year revenue CAGR; close expected before year-end 2026 subject to regulatory and shareholder approvals.

Products: Data Collaboration Platform, RampID, Safe Haven, Authenticated Traffic Solution

OpenAI

Operator of ChatGPT and, since 2026, a new advertising seller creating the first genuinely novel ad surface since retail media. Corporate and funding detail belongs to sector 01.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Reached a $1bn annualised advertising run rate within 200 days of launch (~$83m/month; ~$330m estimated actually booked through August 2026) against internal targets of $2.5bn for 2026 and $100bn by 2030. CPMs fell from $60 at launch to as low as $25 within ten weeks; cost-per-click switched on 2026-04-21 at $3-$5 bids. Self-serve opened across 31 European markets on 2026-08-31. Amazon DSP pilot began 2026-09-10. Recruiting a first Advertising Marketing Science Lead to build attribution and incrementality from scratch.

Products: ChatGPT ads, cost-per-click ad units, click-to-chat ad format, self-serve ads manager

Magnite

The largest independent sell-side platform, with a CTV-weighted business and direct exposure to whatever interoperability the Google ad-tech final judgment requires.

Original record and source trail

Confidence (seed): low · 2026-09-15

Q2 2026 results could not be retrieved from primary sources during this research. Named repeatedly as a beneficiary-or-not of the Google behavioural remedies; no figures verified.

Products: Magnite Streaming, Magnite Ad Server, SpringServe, DV+

PubMatic

Independent sell-side platform, increasingly selling infrastructure and audit capability to buyers as well as sellers.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Its audit log feature is being used by agency Rise (Quad) since June 2026 to monitor AI media-buying agents for parameter drift. Q2 2026 financials could not be retrieved from primary sources during this research.

Products: Openwrap, Connect, Activate, audit log for agentic buying

Netflix

Streaming service whose 2022 ad tier and subsequent programmatic opening materially expanded premium CTV supply.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Joined The Trade Desk's platform during Q2 2026; inventory also available through Amazon DSP.

Products: Netflix ad-supported plan, Netflix Ads Suite

The Walt Disney Company

Major streaming and linear seller pushing biddable transaction mechanisms while retaining upfront commitments as the pricing anchor.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Reports 70% of biddable demand originating from upfront advertisers and biddable revenue growth above 60% year over year in fiscal 2026; inventory also distributed through Amazon DSP.

Products: Disney+ ad tier, Hulu, ESPN, Disney Real-Time Ad Exchange (DRAX)

Nielsen

The incumbent US audience measurement currency provider, whose MRC accreditation status for Big Data + Panel has been an ongoing industry issue.

Original record and source trail

Confidence (seed): medium · 2026-09-15

MRC issued accreditation status updates on Nielsen's National Big Data + Panel service in March and May 2026.

Products: Nielsen ONE, National Big Data + Panel

Ebiquity

Independent media auditor and effectiveness consultancy, the principal advertiser-side counterweight to agency and platform reporting. Has a commercial interest in findings that media is opaque.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published research in 2026 finding working media ratios up from 36% to 43.3% over a decade; that 96% of advertisers know what principal media is but only 58% use it and 90% are uncertain whether agency recommendations serve their interests; and that ~80% of advertisers run MMM but only 15.4% let effectiveness outputs primarily drive budgets. Co-produces the Media Budgets Survey and Paid Media Effectiveness Handbook with the WFA.

Products: Media performance audits, principal media assessments, MMM advisory

Madison & Wall

Independent advertising forecasting and research firm, the source most widely used in 2026 for platform-concentration and AI-directed-spend estimates.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Estimates Google, Meta and Amazon at 56% of US ad revenue in 2025 (up from 53%) and ~60% of North American ad revenue in 2026; global ad spend growth of 11% in 2026 (9.8% excluding US political) to over $1.3tn; AI-directed spend at ~12% of the US market in 2026 rising to 27% ($158bn) by 2030.

Products: Global and US ad spend forecasts, platform share estimates

Interactive Advertising Bureau (IAB)

The principal US digital advertising trade association, publisher with PwC of the industry's longest-running revenue series and of widely-cited US ad spend forecasts. Funded by sellers of digital advertising, which is a material bias on any figure it publishes.

Original record and source trail

Confidence (seed): high · 2026-09-15

Raised its 2026 US ad spend growth forecast to 12.3% from 9.5% on 2026-09-10 (n>200 brand and agency decision-makers), attributing the revision principally to a stronger H1 driven by the Winter Olympics and FIFA World Cup. Channel forecasts: social +16.5%, CTV +15.6%, commerce media +13.6%, DOOH -0.4%, non-CTV digital video -0.2%. Published the 30th IAB/PwC revenue report on 2026-04-16 showing US digital ad revenue of $294.6bn in 2025, +13.9%.

Products: IAB/PwC Internet Advertising Revenue Report, Outlook Study, State of Data, Digital Video Ad Spend & Strategy Report, AI Insights Engine

Media Rating Council (MRC)

The US measurement accreditation body, established under congressional oversight in the 1960s, now setting the transparency benchmark that antitrust and advertiser audit work increasingly references.

Original record and source trail

Confidence (seed): high · 2026-09-15

Issued final Digital Advertising Auction Transparency Standards on 2026-01-29; a standards-setting participation policy on 2026-03-06; combined Phase 1 and 2 final Out-of-Home standards on 2025-12-04; guidance on applying existing standards to AI applications in media measurement on 2026-07-08; accredited the ARF DASH TV Universe Study on 2026-01-20; quarterly accreditation status reports in April and July 2026.

Products: Measurement accreditation, Digital Advertising Auction Transparency Standards, AI measurement guidance, Out-of-Home standards

Association of National Advertisers (ANA)

The US buy-side trade association, publisher of the 2016 media transparency study that reset advertiser-agency contracting and of continuing programmatic transparency research.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Published an Ethics Code of Marketing Best Practices (September 2026) and research on influencer marketing waste (August 2026); reported the IAB forecast upgrade on 2026-09-14; covered Delaware's expansion of privacy rules for marketing data in September 2026.

Products: Research reports, Ethics Code of Marketing Best Practices, policy briefs

World Federation of Advertisers (WFA)

The global association of national advertiser associations and multinational brands, co-producer with Ebiquity of the Media Budgets Survey and the Paid Media Effectiveness Handbook.

Original record and source trail

Confidence (seed): medium · 2026-09-15

The WFA/Ebiquity 2026 Media Budgets Survey found 75% of global marketers plan deeper integration between media and creative. The forthcoming Ebiquity/WFA Paid Media Effectiveness Handbook reports ~80% MMM adoption but only 15.4% of advertisers using effectiveness outputs as the primary budget driver. The WFA website's research index could not be retrieved during this research.

Products: Media Budgets Survey, Paid Media Effectiveness Handbook, Global Alliance for Responsible Media legacy work

US Department of Justice, Antitrust Division

Plaintiff in US v. Google (ad tech) in the Eastern District of Virginia, which produced the April 2025 monopolisation finding and the September 2026 remedies ruling.

Original record and source trail

Confidence (seed): high · 2026-09-15

Its divestiture proposals for AdX and DFP were rejected on 2026-09-02; the department said it is evaluating appropriate next steps and expressed plans to pursue appeals. A proposed final judgment was due within 30 days of the ruling.

Products: Antitrust enforcement actions

US Federal Trade Commission

Federal competition and consumer-protection regulator, now the lead plaintiff in a major advertising-auction case against Amazon.

Original record and source trail

Confidence (seed): high · 2026-09-15

On 2026-08-26 the FTC and 22 state attorneys general sued Amazon over an alleged 'soft reserve price' feature in Sponsored Products auctions introduced in late 2018, alleging that by 2024 about 80% of winning bidders paid nearly their full bid and estimating ~$20bn of revenue extracted since 2019. Amazon DSP is excluded from the allegations.

Products: Enforcement actions, consumer protection rulemaking

US District Court for the Eastern District of Virginia

The court that found Google liable for monopolising publisher ad server and ad exchange markets on 2025-04-17 and ruled on remedies on 2026-09-02.

Original record and source trail

Confidence (seed): high · 2026-09-15

On 2026-09-02 Judge Brinkema rejected divestiture of AdX and DFP and open-sourcing of the DFP auction logic, accepting most proposed behavioural remedies as modified. Her detailed reasoning was sealed in a confidential memorandum for 14 days, meaning the operative text became public on or about 2026-09-16, one day after this research date.

Products: Judicial opinions and orders

Autorite de la concurrence (France)

French competition authority whose 2021 ad-tech decision against Google, with behavioural commitments, is the precedent practitioners cite when assessing whether the 2026 US behavioural remedies will change anything.

Original record and source trail

Confidence (seed): low · 2026-09-15

Cited in September 2026 commentary as the precedent showing that behavioural remedies 'did not necessarily eliminate the underlying incentives and structural conflicts'. The authority's own 2021 press release could not be retrieved during this research; the characterisation here comes from AdExchanger's reporting of practitioner commentary and is not verified against the French decision text.

Products: Competition decisions and commitments

Cindy Rose

CEO of WPP since 2025, previously a Microsoft executive, leading the Elevate28 turnaround.

Original record and source trail

Confidence (seed): high · 2026-09-15

Opened her tenure with a profit warning in late 2025 and repeated guidance downgrades; by August 2026 had consolidated WPP into four pillars around WPP Open, cut ~1,260 roles in H1 2026, and improved WPP Media account retention to 43% from 16%. Said on 2026-08-06 that only Jaguar Land Rover has adopted outcome-based pay and that broader change 'will take a few years'.

Products: Elevate28 strategy

Arthur Sadoun

Chairman and CEO of Publicis Groupe, architect of the data-and-technology strategy that has made Publicis the growth leader among holding companies.

Original record and source trail

Confidence (seed): high · 2026-09-15

Led the $2.167bn LiveRamp acquisition announced 2026-05-17 and raised 2027-2028 objectives to +7% to +8% net revenue growth. Stated that Publicis declined six competitive reviews in 2026, winning PepsiCo global media without a conventional pitch process.

Products: CoreAI, Marcel

Jeff Green

Founder and CEO of The Trade Desk and the most prominent public advocate of the independent open-internet buying thesis.

Original record and source trail

Confidence (seed): high · 2026-09-15

Said the Q2 2026 quarter 'did not meet the standard we set for ourselves' after revenue growth fell to 3%, and committed to strengthening execution and upgrading the platform.

Products: Kokai, UID2, OpenPath

Leonie Brinkema

US District Judge, Eastern District of Virginia, presiding over US v. Google (ad tech).

Original record and source trail

Confidence (seed): high · 2026-09-15

Found Google liable for illegal monopolisation on 2025-04-17 and on 2026-09-02 rejected structural remedies in favour of behavioural ones, sealing her reasoning for 14 days and giving the parties 30 days to propose a final judgment.

Products: Judicial opinions

Dave Dugan

VP of Global Ad Solutions at OpenAI, the executive who disclosed the ChatGPT advertising run rate.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Disclosed on or before 2026-08-31 that OpenAI's advertising business had reached a $1bn annualised run rate within 200 days of launch, coinciding with self-serve rollout across 31 European markets.

Products: ChatGPT ads

Stagwell Inc.

Publicly listed challenger holding company positioning itself as a digital-first alternative to the big four, combining agencies with proprietary marketing software.

Original record and source trail

Confidence (seed): low · 2026-09-15

Q2 2026 results could not be retrieved from primary sources during this research. Recorded as the principal listed challenger to the four-holdco structure for Phase 2 monitoring.

Products: Marketing Cloud, 72andSunny, Assembly, Code and Theory

Tinuiti

Large independent performance marketing agency whose published benchmark data on search, Amazon and now AI-assistant citation share is one of the few non-platform quantitative series in the sector.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Published 2026 data showing Amazon cited in 4% of Microsoft Copilot answers in July 2026 against 0.1% on ChatGPT and 0% on Gemini, and that Reddit accounts for 28.9% of ChatGPT citations.

Products: Performance media management, quarterly benchmark reports, AI citation tracking

Dept

International digital agency, an early documented case of formal AI cost governance inside an agency P&L.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Deployed an internal AI gateway centralising model selection after staff 'burned through 1.5 million tokens in a day'. Its 2026 survey found 61% of US consumers used an AI assistant for shopping research or decisions in the past three months.

Products: AI gateway, digital and performance services, consumer AI research

John Lewis Partnership

UK retailer providing one of the few named, dated advertiser-side datapoints on agentic traffic growth.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Reported AI agentic searches rising from 0.3% to 2.5% of visits within one year, and has said it welcomes AI agents as high-converting traffic.

Products: Retail and e-commerce

Columbia Business School

Source of the largest independent academic study on generative-AI advertising performance found during this research, and therefore the most important non-vendor evidence on the AI-creative question.

Original record and source trail

Confidence (seed): low · 2026-09-15

A Columbia study of more than 300,000 ads, reported by WARC in 2026, found GenAI-made ads perform as well as or better than human-made ones, with AI ads perceived as human-made achieving the highest click-through rates. The original paper was not retrieved during this research.

Products: Academic research on advertising effectiveness

WARC

Ascential-owned advertising research and effectiveness intelligence service, a standard reference for global ad spend and effectiveness evidence. Largely subscription-gated.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Forecasts global advertising growth of about 9% with Amazon, Alphabet and Meta absorbing the majority of incremental spend through 2027. Reported the Columbia GenAI ad-performance study and an MMA/BCG finding that 52% of CMOs want more AI investment from creative agencies.

Products: Global Ad Spend Outlook, Future of Media, effectiveness case database

Quad / Rise

Marketing services group whose Rise agency unit is one of the first documented users of agentic media buying with formal audit controls.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Rise has tested AI media buying agents with a supermarket client since June 2026, using PubMatic audit logs to monitor when agents drift from parameters.

Products: Rise media services, marketing execution

PepsiCo

Global CPG advertiser whose 2026 media move is the single clearest indicator of share shift between holding companies.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Moved global media to Publicis in 2026, a reported $1.1bn net billings gain for Publicis and a loss for Omnicom, which retained PR, creative and sports activation. The conflict triggered Publicis' exit from Coca-Cola's reported $805m North American media account.

Products: Beverage and snack brands

New Mountain Capital

Growth-oriented private equity firm reported as an investor in independent marketing services. Recorded for Phase 2 investor monitoring; specific holdings and figures in this sector were not verified during this research.

Original record and source trail

Confidence (seed): low · 2026-09-15

unverified — no 2026 marketing-sector transaction confirmed from sources reviewed in this research.

Products: Growth equity and buyout capital

Meta Platforms, Inc.

Operator of Facebook, Instagram, WhatsApp, Messenger and Threads, and the largest advertising business in the sector. Reality Labs is its immersive-computing segment.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026 (2026-07-29): revenue $60.801bn (+28%), advertising $59.363bn (+27%), net income $15.848bn (-14%), Family DAP 3.60bn (+3%), price per ad +12%, impressions +14%, Reality Labs revenue $431m against a $4.619bn operating loss, headcount 75,472. Release states youth-related US trials 'may ultimately result in a material loss'. On 2026-08-26 announced an agreement with bipartisan state attorneys general on supporting teens and an open letter to TikTok and YouTube. Reported removing 750,000+ under-16 Australian accounts as of 2026-06-30.

Products: Facebook, Instagram, WhatsApp, Messenger, Threads, Meta AI, Reality Labs / Quest

YouTube (Alphabet Inc.)

The largest creator monetisation platform by disclosed payouts and, per Nielsen, the leading US streaming service by watchtime. Operates the YouTube Partner Program, Shorts, YouTube Shopping, Premium and YouTube TV.

Original record and source trail

Confidence (seed): high · 2026-09-15

2026-01-21 CEO letter: $100bn paid to creators, artists and media companies over four years; 200bn daily Shorts views; 500,000+ creators in YouTube Shopping; 1m+ channels using AI creation tools daily in December 2025; #1 in US streaming watchtime for nearly three years per Nielsen. 2026-07-20: clarified inauthentic content policy to demonetise repetitive, low-effort video. Named in the FTC's Section 6(b) AI chatbot orders via Alphabet and addressed by Meta's August 2026 open letter.

Products: YouTube, YouTube Shorts, YouTube Partner Program, YouTube Shopping, YouTube Premium, YouTube TV

Snap Inc.

Operator of Snapchat and the Snapchat+ consumer subscription. The clearest public example in the sector of mature-market user decline offset by low-ARPU growth elsewhere.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026 (2026-08-03): revenue $1,599m (+19%), net loss $164m, adjusted EBITDA $250m, MAU 971m, DAU 493m — North America 92m (-7% YoY), Europe 98m (-2%), Rest of World 303m (+12%), ARPU $3.25 (+13%). Snapchat+ subscriber count not disclosed. Named in the FTC's Section 6(b) AI chatbot orders (2025-09-11).

Products: Snapchat, Snapchat+, My AI, Spectacles

Pinterest, Inc.

Visual discovery and shopping platform. Its regional ARPU disclosure is the sector's cleanest public illustration of the gap in user monetisation value between geographies.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026 (2026-08-04, SEC 8-K accession 0001506293-26-000102): revenue $1,180m (+18%), MAU 640m all-time high (+11%, eleventh consecutive quarter of double-digit growth), GAAP net loss $47m (versus $39m profit a year earlier), adjusted EBITDA $311m (+24%), free cash flow $270m. ARPU: US/Canada $8.30 (+14%), Europe $1.35 (+4%), Rest of World $0.23 (+21%). Q3 guidance $1,190-1,210m. Has shipped AI labelling and feed controls limiting AI-generated content.

Products: Pinterest, Pinterest shopping surfaces, AI-content feed controls

Reddit, Inc.

Community and discussion platform monetising through advertising and data licensing. Demonstrates that the sector's margin sits in audience aggregation rather than content payment — Reddit pays its contributors nothing.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Q2 2026 (2026-07-30): revenue $805m (+61%), advertising $762m (+64%), other revenue $43m (+24%), daily active uniques 130.3m (+18%), weekly active uniques 514.6m (+24%), global ARPU $6.18 (+36%), US ARPU +51%, net income $253m (31.4% margin), adjusted EBITDA $343m (42.6% margin). Figures retrieved from a press-release republisher, not Reddit's own IR page.

Products: Reddit, Reddit Ads, Reddit data licensing, Reddit Answers

Roblox Corporation

User-generated 3D experience platform with a large minor user base, and the sector's fastest-growing disclosed creator payout pool. Also the most advanced deployer of age assurance among large consumer platforms.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Creators earned over $1.5bn globally in 2025, up from $923m in 2024 (+62%); US creators associated with a $752m GDP impact in 2025 (company-commissioned estimate). June 2026: launched Roblox Kids and Roblox Select accounts with integrated age checks and expanded parental controls for under-16s. August 2026: published 'Beyond the Selfie' on keeping age checks current, and contributed open-source safety models to the ROOST Model Community. Q2 2026 financials could not be retrieved in this research cycle.

Products: Roblox, Roblox Studio, Developer Exchange (DevEx), Roblox Kids, Roblox Select, Facial Age Estimation

ByteDance Ltd. / TikTok

Operator of TikTok and Lemon8. The largest short-form video platform outside YouTube and the principal non-US-headquartered player in the sector.

Original record and source trail

Confidence (seed): low · 2026-09-15

November 2025: introduced a user control to toggle the amount of AI content in feeds. July 2026: began testing improved detection targeting accounts posting AI-generated spam; requires creator labelling and invisible watermarks on AI-generated content. Named as a destination platform (via Lemon8) for Australian minors displaced by the under-16 ban. Addressed by Meta's 2026-08-26 open letter calling on TikTok and YouTube to join its teen-support commitments. Does not disclose creator payout figures.

Products: TikTok, TikTok Shop, Lemon8, CapCut, AI content feed slider

Apple Inc.

Operator of the App Store and, through the Declared Age Range API and associated frameworks, the emerging age and parental-consent authority for consumer apps in several US states.

Original record and source trail

Confidence (seed): high · 2026-09-15

2025-07-24: granular age ratings (4+, 9+, 13+, 16+, 18+), response deadline 2026-01-31. 2025-10-08: Texas SB2420 developer requirements. 2025-11-13: Mini Apps Partner Program at 15%. 2025-12-17: Japan alternative distribution from iOS 26.2. 2025-12-23: paused SB2420 implementation on injunction. 2026-03-12: China commission cut to 25%/12% effective 2026-03-15. 2026-06-03: SB2420 reinstated effective 2026-06-04. 2026-06-18: Brazil alternative distribution from iOS 26.5. 2026-07-09: Social Media content descriptor and Social Media Time Allowance, required for new submissions from September 2026. 2026-08-18: EU Core Technology Commission of 5% effective 2026-10-01.

Products: App Store, Declared Age Range API, PermissionKit Significant Change API, StoreKit, Family Sharing, Screen Time, Mini Apps Partner Program

Google LLC (Google Play)

The other half of the mobile distribution duopoly and, via Android, the second potential holder of the OS-level age signal. Also named by Ofcom over search results linking to unprotected pornography sites.

Original record and source trail

Confidence (seed): high · 2026-09-15

Ofcom (2026-07-15) found 33% of Google first-page results for general pornography queries linked to sites without age protection and that 90% of such searches returned at least one unprotected site. Ofcom also criticised Google's age inference systems. Alphabet received an FTC Section 6(b) order regarding AI companion chatbots (2025-09-11). Gemini was among three AI apps in the global top ten downloads in April 2026.

Products: Google Play, Android, Gemini app, Google Search

OpenAI

Operator of ChatGPT, the largest consumer AI application by users and consumer spending, and now an advertising seller. Included here for its consumer app economics, not its model business.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Reached an estimated $5bn in cumulative mobile consumer spending by June 2026, faster than any non-game app since 2017 (Appfigures). Approximately 1bn monthly active users; ChatGPT advertising launched and being tracked by Sensor Tower as of August 2026. Received an FTC Section 6(b) order regarding AI companion chatbots (2025-09-11).

Products: ChatGPT, ChatGPT mobile app, ChatGPT Ads

Character Technologies, Inc. (Character.AI)

The leading AI character and companion platform, and the category's principal test case for minors' safety regulation. Removed open-ended chat for under-18 users and built proprietary age assurance.

Original record and source trail

Confidence (seed): high · 2026-09-15

2026-09-03 safety post: reiterated removal of open-ended chat with Characters for under-18 users as one of its most significant safety decisions; describes an in-house age estimation model as one of its most important systems; partnered with k-ID for parental insights including weekly email updates; safety partnerships with Koko, ThroughLine, ConnectSafely, the Internet Watch Foundation and StopNCII; distress detection assessed across full conversations rather than isolated messages. Received an FTC Section 6(b) order (2025-09-11). No user-count or revenue impact disclosed.

Products: Character.AI, in-house age estimation model, parental insights (with k-ID)

Luka, Inc. (Replika)

One of the longest-running AI companion applications and among the named revenue leaders in Appfigures' analysis of the category.

Original record and source trail

Confidence (seed): low · 2026-09-15

Named among the top revenue-generating AI companion apps in Appfigures' 2025 category analysis, alongside Character.AI, PolyBuzz and Chai. No 2026 disclosure was retrievable in this research cycle.

Products: Replika

Substack Inc.

Subscription publishing platform for independent writers, and the first major creator platform to ship reader-facing AI-content detection.

Original record and source trail

Confidence (seed): medium · 2026-09-15

2026-07-21: shipped an AI content detection and disclosure tool — a reader-facing scanner built in partnership with Pangram that estimates AI usage, alongside voluntary creator disclosure of which AI tools were used. Does not publish total creator payout figures.

Products: Substack, Substack AI disclosure scanner, Substack Notes

Patreon, Inc.

Membership platform through which creators charge audiences directly. Included as a structurally important creator-monetisation channel independent of advertising.

Original record and source trail

Confidence (seed): low · 2026-09-15

No 2025 or 2026 payout, member-count or pricing disclosure was retrievable from Patreon's press channel in this research cycle. Recorded here as a named gap: Patreon is materially important to creator monetisation and publishes no current figures that could be verified.

Products: Patreon memberships, Patreon app

Pangram Labs

AI-text detection vendor, named as the partner behind Substack's reader-facing AI content scanner.

Original record and source trail

Confidence (seed): low · 2026-09-15

2026-07-21: named as Substack's partner for a reader-facing scanner estimating AI usage in posts. False-positive rates are not published.

Products: AI text detection

k-ID

Child-safety and parental-consent middleware for games and consumer apps, providing age-appropriate configuration and parental visibility tooling.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Named by Character.AI (2026-09-03) as its partner for enhanced parental insights tooling giving parents activity visibility and weekly email updates. Represents the emerging parental-consent middleware layer created by the 2025-26 statutory wave.

Products: k-ID parental controls and consent platform

Yoti Ltd

Digital identity and facial age estimation vendor, part of the UK age-assurance supplier base created by the Online Safety Act regime.

Original record and source trail

Confidence (seed): low · 2026-09-15

Operates in the modality Ofcom found deployed by 91% of the 32 services it analysed. Specific 2026 contract wins or revenue were not verifiable in this research cycle.

Products: Facial age estimation, Digital ID, Age verification

VerifyMy

UK age and identity assurance vendor serving platforms subject to Online Safety Act duties.

Original record and source trail

Confidence (seed): low · 2026-09-15

Published commentary on Ofcom's 2026 age assurance report. Represents the UK-origin age-assurance export industry created by regulating first. Contract and revenue figures unverified.

Products: Age assurance, Age estimation, Content moderation tooling

Persona Identities, Inc.

Identity and age verification infrastructure provider serving consumer platforms with age-assurance obligations.

Original record and source trail

Confidence (seed): low · 2026-09-15

Operates in the US age-verification vendor market expanded by the 2025-26 state statutory wave. No specific 2026 platform contract was verifiable in this research cycle.

Products: Identity verification, Age verification, Document verification

Ofcom

The UK communications regulator and enforcer of the Online Safety Act. Produces the only large-scale public dataset on what age assurance actually does in practice.

Original record and source trail

Confidence (seed): high · 2026-09-15

2026-07-15 (updated 2026-07-27): published the Use of Age Assurance Report 2026 — 69m age checks across 32 services in H2 2025 (a 23-fold increase); 23 investigations into providers of 88 adult services; 7 providers of 24 sites fined a combined £4.36m; children's exposure to highly effective age assurance up from 25% to 43% between July 2025 and January 2026; concluded social media companies have failed to enforce minimum age requirements. 2026-09-04: a further £730,000 penalty. Rapid assessment to Parliament on under-16 age checks due October 2026; statutory app store report due January 2027.

Products: Online Safety Act enforcement, Use of Age Assurance Report, Children's codes of practice

eSafety Commissioner (Australia)

Australia's online safety regulator, responsible for enforcing the social media minimum age regime — the world's only large-scale natural experiment in an under-16 social media ban.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Regulatory guidance issued February 2026. Research reported 2026-08-03 found more than eight in ten Australian under-16s still using social media three months after the December 2025 ban, daily use at ~58% versus ~60% pre-ban, and about half of children with accounts saying platforms had not checked their age; approximately 4.7m accounts had been deactivated by social media companies as of 2026-01-16; displacement observed to less-regulated platforms including Lemon8.

Products: Social media minimum age enforcement, Regulatory guidance, Compliance research

European Commission, DG CONNECT

The EU executive responsible for Digital Services Act enforcement and for the Article 28 guidelines on the protection of minors, which make engagement mechanics and recommender weighting a regulated object.

Original record and source trail

Confidence (seed): high · 2026-09-15

2025-07-14: published Article 28 guidelines recommending minors' accounts private by default, recommender systems prioritising explicit over behavioural signals, and default-disabling of streaks, autoplay, push notifications and read receipts, with AI chatbot safeguards. Guidelines are voluntary and do not automatically confer compliance. An age verification blueprint is to precede full EU Digital Identity Wallet availability. No specific 2026 DSA minors enforcement proceeding was verifiable in this research cycle.

Products: Digital Services Act enforcement, DSA Article 28 minors guidelines, EU age verification blueprint, EU Digital Identity Wallet

US Federal Trade Commission

US consumer protection and competition regulator, running a Section 6(b) study into AI companion chatbots covering seven of the sector's largest companies.

Original record and source trail

Confidence (seed): high · 2026-09-15

2025-09-11: issued Section 6(b) orders to Alphabet, Character Technologies, Instagram LLC, Meta Platforms, OpenAI OpCo, Snap Inc. and X.AI Corp on a 3-0 vote, seeking information on engagement monetisation, character development and approval, testing and mitigation of negative impacts particularly to children, disclosures to users and parents, age-restriction compliance monitoring, and use of personal information from user conversations. Study output not yet published as of 2026-09-15.

Products: Section 6(b) studies, COPPA enforcement, Consumer protection enforcement

California Office of Suicide Prevention

The statutory recipient of annual companion-chatbot crisis-referral reporting under California SB 243 — an unusual instance of a public-health body becoming a reporting counterparty for consumer software operators.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Designated under California SB 243 (signed November 2025) to receive annual reports from companion chatbot operators including the number of crisis referrals, with no personal user information. No published report was available as of 2026-09-15.

Products: SB 243 annual crisis-referral reporting intake

Supreme Court of the United States

Decided Free Speech Coalition, Inc. v. Paxton (No. 23-1122), which upheld a Texas age-verification requirement for sites with substantial sexual material harmful to minors and removed the principal constitutional obstacle to that category of law.

Original record and source trail

Confidence (seed): high · 2026-09-15

2025-06-27: decided Free Speech Coalition v. Paxton. The decision addresses sexual material harmful to minors and does not by its terms resolve the constitutionality of age verification for general-purpose social media, which remains the live question in NetChoice's state litigation.

Products: Free Speech Coalition, Inc. v. Paxton, No. 23-1122

NetChoice

Technology industry trade association that litigates against state social media, age-verification and content statutes. The principal legal counterweight to the 2023-26 minors-safety legislative wave.

Original record and source trail

Confidence (seed): low · 2026-09-15

Maintains active challenges including NetChoice v. Illinois (social media user tax and digital ad tax), NetChoice v. Weiser (Colorado), NetChoice v. Ellison (Minnesota), NetChoice v. Hilgers (Nebraska), NetChoice v. Wilson (South Carolina) and NetChoice v. Jones (Virginia). Procedural status of each case could not be disambiguated from the public listing in this research cycle and is not asserted here.

Products: Litigation Center, Policy advocacy

Electronic Frontier Foundation

Civil liberties organisation and the most prominent public opponent of age-verification mandates on free-expression and privacy grounds.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Published analysis opposing the Supreme Court's decision in Free Speech Coalition v. Paxton on free speech and privacy grounds. Represents the principal counter-trend force to T-17-01, T-17-02 and T-17-03.

Products: Litigation and amicus practice, Policy analysis

Pew Research Center

Non-partisan survey research organisation and the sector's most citable source on teen platform use and AI adoption, publishing full methodology and sample details.

Original record and source trail

Confidence (seed): high · 2026-09-15

2026-04-15: 'Teens' Experiences on TikTok, Instagram and Snapchat' (fielded 2025-09-25 to 2025-10-09, n=1,458 US teens 13-17, ±3.3pp) — about three in ten teen TikTok users say they spend too much time on it; most users across all three platforms say the platform neither helps nor hurts their mental health; roughly four in ten TikTok users say it hurts their sleep; roughly three in ten Snapchat users report harassment versus about one in five for Instagram or TikTok. 2026-08-20: 'How Much of the Internet Is Written With AI?' — roughly one in ten webpages show evidence of AI authorship or editing.

Products: Internet & Technology survey series, Data Labs studies

Appfigures

App intelligence firm producing download and consumer-spend estimates for the Apple App Store and Google Play. The de facto source for consumer AI app and companion app revenue figures in the absence of company disclosure.

Original record and source trail

Confidence (seed): medium · 2026-09-15

2026-06-02: estimated ChatGPT reached $5bn in mobile consumer spending, faster than any non-game app since 2017. 2026-06-04: reported Claude's May revenue high, an approximately 2,500% increase. 2026-05-06: AI apps took three of the top ten global download positions in April 2026. 2025-08-12 (via TechCrunch): AI companion apps projected at approximately $120m FY2025 consumer spend across 337 revenue-generating apps, top 10% taking 89% of revenue.

Products: App store revenue and download estimates, Insights reports

Sensor Tower

Digital market intelligence firm measuring app downloads, consumer spend, advertising and web engagement. Commercial interest in producing headline-grabbing estimates should be noted when citing.

Original record and source trail

Confidence (seed): low · 2026-09-15

August 2026: reported ChatGPT crossing the one billion monthly active users milestone and began tracking ChatGPT advertising; published 'Q2 2026 Digital Market Index: Monetization Depth Outpaces Download Growth'. Detailed figures behind these headlines were not retrievable in this research cycle.

Products: State of Mobile reports, Digital Market Index, Retail media and advertising measurement

Future of Privacy Forum

Privacy policy think tank producing the clearest available public comparison of the 2025-26 US companion-chatbot statutes.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Published analysis of California SB 243 and the broader chatbot legislative wave covering New York S-3008C, Maine LD 1727 and Utah SB 452, including SB 243's disclosure duties, crisis protocols, Office of Suicide Prevention reporting, minor-specific three-hourly break notifications and private right of action at minimum $1,000 damages.

Products: Policy analysis, Legislative trackers

Internet Watch Foundation

UK charity operating child sexual abuse material detection and hash-sharing services used by consumer platforms as part of their safety stacks.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Named by Character.AI (2026-09-03) among its external safety partners, alongside ConnectSafely, StopNCII, Koko and ThroughLine — an example of child-safety NGOs becoming contractually embedded in consumer AI product safety stacks.

Products: CSAM hash lists, Reporting and takedown services

ROOST (Robust Open Online Safety Tools)

Open-source online safety tooling initiative and model community, intended to make safety classifiers available to platforms without the scale to build them.

Original record and source trail

Confidence (seed): low · 2026-09-15

August 2026: Roblox contributed open-source safety models to the ROOST Model Community. Relevant to the compliance-cost-as-barrier dynamic in T-17-01, since open tooling is the principal counterweight to safety cost favouring incumbents.

Products: ROOST Model Community, Open-source safety models

Neal Mohan

Chief Executive Officer of YouTube. His annual letters are the primary public source for YouTube's cumulative creator payout disclosures, which are the sector's most-cited creator-economy statistics.

Original record and source trail

Confidence (seed): high · 2026-09-15

2026-01-21 letter disclosed $100bn paid to creators, artists and media companies over four years, 200bn daily Shorts views, 500,000+ creators in YouTube Shopping and 1m+ channels using AI creation tools daily in December 2025. His February 2024 letter, disclosing $70bn over three years, still ranks highly in 2026 search results, which is the mechanism documented in T-17-19.

Products: YouTube annual CEO letter

Dame Melanie Dawes

Chief Executive of Ofcom, the UK regulator whose Online Safety Act enforcement has produced the sector's only large-scale public dataset on age assurance in practice.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Leads the regulator that published the Use of Age Assurance Report 2026 (2026-07-15), opened 23 investigations into providers of 88 adult services, issued £4.36m in combined penalties against 7 providers of 24 sites, and concluded that social media companies have failed to enforce their minimum age requirements properly.

Products: Ofcom Online Safety Act enforcement programme

Julie Inman Grant

Australia's eSafety Commissioner, responsible for enforcing the under-16 social media minimum age regime and for the research measuring its effect.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Leads the agency whose research, reported 2026-08-03, found more than eight in ten Australian under-16s still using social media three months after the December 2025 ban, and that approximately 4.7m accounts had been deactivated by social media companies as of 2026-01-16.

Products: Social media minimum age regulatory guidance and compliance research

Evan Spiegel

Co-founder and Chief Executive Officer of Snap Inc., the platform whose disclosures make the mature-market DAU decline in T-17-08 visible.

Original record and source trail

Confidence (seed): high · 2026-09-15

In Snap's Q2 2026 release (2026-08-03) stated the company remains focused on serving its 971 million monthly active users, in a quarter where North America daily active users fell 7% year over year and Europe fell 2%.

Products: Snapchat

Bill Ready

Chief Executive Officer of Pinterest, positioning the platform's AI work as an accelerant to personalisation and shopping rather than as a content-generation play.

Original record and source trail

Confidence (seed): high · 2026-09-15

In Pinterest's Q2 2026 release (2026-08-04) stated that AI is at the heart of the company's momentum and is trained on Pinterest's human curation of style and taste, in a quarter with revenue $1,180m (+18%) and MAU 640m (+11%) but a GAAP net loss of $47m.

Products: Pinterest

Digital Realty Trust

The largest publicly traded data-centre REIT by portfolio count, operating wholesale and colocation capacity across the Americas, EMEA and APAC. It is one of only two pure-play public vehicles giving investors direct exposure to the data-centre real-estate cycle.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Operates in a market where primary-market vacancy was 1.4% and 80.4% of under-construction capacity was preleased at H1 2026. Quarterly 2026 results could not be retrieved in this research pass: the company's investor-relations pages returned 404 or robots-disallowed responses and SEC EDGAR was unreachable through the available tooling. Specific revenue, bookings and backlog figures are therefore recorded as unverified.

Products: Wholesale colocation, PlatformDIGITAL, Interconnection and cross-connects, Build-to-suit hyperscale

Equinix

A data-centre REIT built around interconnection density rather than raw wholesale capacity, operating IBX colocation facilities globally. Its business model - selling cross-connects and network adjacency - is closer to a network operator's than to a conventional landlord's.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Completed the acquisition of atNorth on 2026-09-02, extending its footprint into Nordic markets selected on power cost and cooling rather than latency. Unveiled Fabric One and an AI inference announcement on the same date, and announced a new CMO on 2026-09-10. Quarterly 2026 financial detail could not be retrieved: the Q2 2026 results release redirected to a newsroom index that did not expose the underlying figures.

Products: IBX colocation, Equinix Fabric, Fabric One, Network Edge, xScale hyperscale joint ventures

QTS Data Centers

A hyperscale data-centre platform taken private by Blackstone in 2021 and since scaled aggressively, now one of the principal issuers of data-centre securitised debt.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Issued a $2.1bn CMBS note in H1 2026, part of $4.9bn of single-asset data-centre CMBS representing 9% of all SASB CMBS issuance in the period.

Products: Hyperscale campuses, Wholesale colocation

Boston Properties (BXP)

The largest publicly traded developer and owner of premier workplaces in the US, concentrated in Boston, New York, San Francisco, Seattle and Washington DC - a portfolio weighted to exactly the trophy segment that is recovering while commodity office is not.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Operates in a market where US office leasing set a post-pandemic high in Q2 2026, up 27% over the trailing twelve months, with leasing above $100 per square foot at record volumes - the bifurcation described in T-18-04. 2026 quarterly figures not retrieved in this research pass.

Products: Class A and trophy office, Life-science space, Mixed-use development

SL Green Realty

Manhattan's largest office landlord, and the most concentrated public bet on the New York office recovery thesis.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Exposed to both sides of T-18-04: New York trophy leasing is strong while office CMBS delinquency remained at 11.91% nationally in July 2026. 2026 quarterly figures not retrieved.

Products: Manhattan office, Debt and preferred equity investments, SUMMIT One Vanderbilt

Blackstone

The largest owner of commercial real estate globally and, through QTS and its financing of Related Digital, one of the dominant capital providers to the data-centre buildout on both the equity and debt sides.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Provided a $16bn construction financing to Related Digital and issued a $2.1bn CMBS note through QTS in H1 2026. Its simultaneous position as data-centre owner, lender and index constituent is a live conflict for anyone using its marks as evidence of value.

Products: BREIT, Blackstone Real Estate Partners, Blackstone Mortgage Trust, QTS Data Centers

D.R. Horton

The largest US homebuilder by volume, weighted to entry-level product and operating an in-house mortgage business that lets it buy down buyer rates - the principal margin lever in a 6.76% mortgage environment.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Operating into a market with 9.6 months of new-home supply, 117,000 completed unsold homes nationally, 35% of builders cutting prices by an average 6% and 63% using incentives. Company-specific 2026 quarterly figures not retrieved in this research pass - the investor-relations page returned a 404.

Products: Express Homes, Freedom Homes, D.R. Horton Mortgage, Forestar (land development)

Greystar Real Estate Partners

The largest apartment manager and one of the largest apartment developers in the United States, operating across management, development and investment management.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Operating into a market where advertised rents rose for a sixth consecutive month through August 2026 while multifamily CMBS delinquency rose 46bp to 7.69% - the split described in T-18-17.

Products: Multifamily property management, Development and construction, Investment management, Modern Living Solutions (modular)

Turner Construction

One of the largest US general contractors, a subsidiary of Germany's Hochtief, and among the named users of AI progress-tracking technology on live projects.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Named as a Buildots client alongside JE Dunn and Mortenson in September 2026 coverage of Buildots' $130m round, with seven-figure multiyear contracts described as the norm.

Products: General contracting, Construction management, Mission-critical and data-centre construction

JE Dunn Construction

A large employee-owned US general contractor with significant data-centre and mission-critical practice.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Named as a Buildots client in September 2026. Operating in a labour market with construction unemployment at a record-low 3.1% and AGC reporting data centres straining labour supply.

Products: General contracting, Data-centre construction, Construction management

Sundt Construction

An employee-owned US general contractor and one of the first to run fully autonomous excavators on live commercial infrastructure projects.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Deployed Bedrock Robotics fully autonomous excavators on infrastructure projects, reported 2026-08-19 - one of the first named commercial deployments rather than a pilot, which is what distinguishes this contech cycle from prior waves.

Products: Heavy civil construction, Building construction, Industrial construction

Procore Technologies

The dominant construction project-management software platform, and now an acquirer consolidating the reality-capture layer beneath it.

Original record and source trail

Confidence (seed): high · 2026-09-15

Agreed to acquire DroneDeploy for $845m, reported 2026-07-30, combining hundreds of millions of drawings and photos with a reported 20 trillion square feet of visual data. The largest construction-technology transaction identified in the period.

Products: Procore Platform, Project Management, Financial Management, Procore Analytics

DroneDeploy

A reality-capture platform using drone and ground imagery to build site digital twins for construction and energy customers.

Original record and source trail

Confidence (seed): high · 2026-09-15

Agreed acquisition by Procore for $845m announced 2026-07-30 - a rare large proptech/contech exit in a year when overall proptech funding fell sharply.

Products: Aerial and ground reality capture, Progress tracking, Site digital twins

Buildots

An AI construction-progress-tracking company using helmet-mounted cameras and computer vision to compare built work against the schedule automatically.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Raised $130m reported 2026-09-14 as data-centre projects surged, with clients including JE Dunn, Mortenson and Hochtief's Turner Construction, and seven-figure multiyear contracts described as now the norm.

Products: AI progress tracking, Schedule variance detection, Construction analytics

Gravis Robotics

A Swiss startup, spun out of ETH Zurich robotics research, developing autonomous control systems for heavy construction equipment.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Raised $200m led by SoftBank, reported 2026-08-18. Notable as a European company taking the largest round in a sector where the macro brief records Europe as the structurally weak leg of global venture funding at $25.6bn in Q2 2026.

Products: Autonomous excavator control, Heavy-equipment autonomy software

Bedrock Robotics

A construction-autonomy company retrofitting existing heavy equipment for driverless operation, founded by engineers from autonomous-vehicle programmes.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Deployed fully autonomous excavators on infrastructure projects with Sundt Construction and Zachry Construction, reported 2026-08-19 - performing digging without an operator on live commercial work.

Products: Autonomous excavator retrofit kits, Driverless earthmoving

Caterpillar

The largest construction and mining equipment manufacturer globally, and an increasingly important supplier of backup power generation to data centres.

Original record and source trail

Confidence (seed): high · 2026-09-15

Partnered with FieldAI to enable autonomous capabilities for Caterpillar machines, reported 2026-09-04 - an incumbent OEM buying autonomy capability rather than building it, which is the pattern to watch for whether contech startups become suppliers or acquisition targets.

Products: Earthmoving equipment, Cat Command autonomy, Standby and prime power generation

CBRE Group

The largest commercial real-estate services and investment firm globally, and the primary public source of data-centre vacancy, preleasing and pricing data for North America. Its research function is also a marketing function for its brokerage business, which is the standing caveat on everything it publishes.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published North America Data Center Trends H1 2026 on 2026-08-27, reporting 1.4% primary-market vacancy, 7,481 MW under construction, 80.4% preleasing and - newly - a market-by-market account of moratoria and local opposition as a constraint on par with power procurement.

Products: Brokerage and leasing, Capital markets, Valuation and advisory, Data Center Solutions, Market research

JLL (Jones Lang LaSalle)

A global commercial real-estate services firm and the counterparty to CBRE in the data-centre capacity measurement dispute, reporting more than 66 GW under construction in North America against CBRE's 7,481 MW.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published its North America Data Center Report at midyear on 2026-08-11 (1% vacancy, 66+ GW under construction, 77% in frontier markets, $17bn SASB/CMBS and ABS volume) and US Office Market Dynamics for Q2 2026 on 2026-07-27 (post-pandemic high leasing, vacancy down 60bp).

Products: Brokerage and leasing, Capital markets, Data centre advisory, Market research

Trepp

The standard commercial source of loan-level CMBS performance data, and the publisher of the delinquency series that is the sector's principal distress indicator.

Original record and source trail

Confidence (seed): high · 2026-09-15

Reported overall US CMBS delinquency of 7.86% in July 2026, up 51bp, with office at 11.91% and multifamily at 7.69%, and disclosed that including matured loans current on interest would raise the rate to 9.62% - the clearest public measure of extension behaviour.

Products: CMBS delinquency and special servicing data, TreppLoan, Bank CRE analytics

Green Street

A commercial real-estate research firm whose Commercial Property Price Index derives values from REIT portfolio estimates rather than appraisals or closed transactions, making it the fastest and most contested pricing signal in the sector.

Original record and source trail

Confidence (seed): high · 2026-09-15

Reported the CPPI up 0.8% in August 2026 and 5.0% year over year on 2026-09-04, with commentary expecting prices to cool given higher interest rates. The index rose from +2.9% year over year in September 2025 - i.e. pricing accelerated through a year in which office delinquency hit records.

Products: Commercial Property Price Index, REIT research, Advisory

ConstructConnect

A construction project-lead and starts database whose data-centre series provides the only public project-level count with cost-per-square-foot detail.

Original record and source trail

Confidence (seed): high · 2026-09-15

Reported on 2026-08-28 that data-centre construction starts reached $84.1bn year to date through July across 136 projects, with average project cost rising from $352.8m to $1.06bn, average size from 454,400 to 701,000 square feet, and cost per square foot up 57% to $818.20.

Products: Project intelligence database, Construction starts data, Monthly economic reporting

Yardi Matrix

A multifamily and commercial property data provider publishing monthly national rent and occupancy reporting derived from a stratified property survey.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Reported in its August 2026 national report that US advertised rents rose for a sixth straight month on slowing supply and resilient demand. Note that advertised-rent measures exclude concessions and therefore overstate effective rent growth.

Products: Multifamily National Report, Property-level data, Supply pipeline tracking

US Census Bureau - Construction Statistics

Publisher of the authoritative US construction spending, housing starts and new home sales series. Its category definitions are consequential: data-centre construction is reported within the Office line, which is why Census office construction rose 21.3% year over year in July 2026 while office CRE remained distressed.

Original record and source trail

Confidence (seed): high · 2026-09-15

Reported July 2026 construction spending of $2,157.6bn SAAR, down 3.8% year over year, with private residential down 7.3%, manufacturing down 21.7% and office up 21.3%.

Products: Value of Construction Put in Place (C30), New Residential Construction, New Residential Sales, Building Permits Survey

US Bureau of Labor Statistics

Publisher of construction employment, job openings, wages and the producer price indices for construction inputs - the authoritative measures underlying both the labour-scarcity and materials-inflation trends in this sector.

Original record and source trail

Confidence (seed): high · 2026-09-15

Reported construction employment of 8,359,000 in August 2026 with 325,000 job openings in July, average hourly earnings of $41.66, and construction adding 22,000 jobs in August against total nonfarm payrolls of +162,000 and unemployment at 4.1%.

Products: Current Employment Statistics, JOLTS, Producer Price Index, Current Population Survey

Freddie Mac

A government-sponsored enterprise in federal conservatorship, and publisher of the Primary Mortgage Market Survey - the benchmark US mortgage rate series.

Original record and source trail

Confidence (seed): high · 2026-09-15

Reported a 30-year fixed rate of 6.76% and a 15-year of 6.09% for the week ending 2026-09-10, up from 6.35% and 5.50% respectively a year earlier - a 41bp year-over-year rise in the 30-year that is the proximate cause of the housing transaction freeze.

Products: Primary Mortgage Market Survey, Single-family and multifamily mortgage guarantees

National Association of Realtors

The largest US real-estate trade association and publisher of the Existing-Home Sales series. It has a direct commercial interest in transaction volume and in optimistic market framing, so its data should be used and its commentary quoted as opinion.

Original record and source trail

Confidence (seed): high · 2026-09-15

Reported August 2026 existing-home sales of 3.98 million SAAR on 2026-09-10, down 2.0% month over month, with a median price of $429,100, inventory of 1.62 million units and 4.9 months of supply.

Products: Existing-Home Sales, Pending Home Sales Index, Housing Affordability Index, Realtors Property Resource

National Association of Home Builders

The US homebuilder trade and lobbying association, publisher of the NAHB/Wells Fargo Housing Market Index and of the Eye on Housing research blog.

Original record and source trail

Confidence (seed): high · 2026-09-15

Reported an August 2026 HMI of 35 with buyer traffic at 23, 35% of builders cutting prices by an average of 6% and 63% using incentives. Eye on Housing reported in September 2026 that household real-estate assets approach $50 trillion, that the custom-home premium reached 12.6% - its highest since 2011 - and that single-family homes take 8.8 months to build against 18.9 months from permit to completion for multifamily.

Products: NAHB/Wells Fargo Housing Market Index, Eye on Housing, Housing Opportunity Index

Associated General Contractors of America

A general-contractor trade and lobbying association whose analyses of BLS and Census data are the most detailed public account of construction employment by state and metro, and of construction input costs.

Original record and source trail

Confidence (seed): high · 2026-09-15

Reported on 2026-09-04 that contractors added 22,000 jobs in August and the construction unemployment rate hit a record low 3.1%; on 2026-09-03 that workforce shortages remain acute despite soft market conditions as data centres strain labour supply; and on 2026-09-10 that construction input costs climbed 8.9% between August 2025 and August 2026 on war and tariff impacts.

Products: Construction employment analyses, Workforce survey, Construction inflation tracking

Associated Builders and Contractors

An open-shop contractor trade association, politically opposed to AGC on labour questions, and publisher of the Construction Backlog Indicator.

Original record and source trail

Confidence (seed): high · 2026-09-15

Reported a Construction Backlog Indicator of 8.8 months in June 2026, up only 0.1 months year over year - evidence that the data-centre boom has not lifted contractor pipelines in aggregate - along with 298,000 construction job openings in May 2026, up 76,000 year over year.

Products: Construction Backlog Indicator, Construction Confidence Index, Construction economics commentary

Harvard Joint Center for Housing Studies

The leading US academic research centre on housing markets and policy, publisher of the annual State of the Nation's Housing. Partly industry-funded, with a policy orientation favouring increased housing production.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published on 2026-08-11 the most rigorous public estimate of the immigration shock to housing demand: net international immigration down 54% in 2025 to 1.3 million and projected to fall a further 75% in 2026 to 0.3 million, with household growth from recent immigrants falling from 640,000 in 2024 to 143,000 in 2027 - nearly 500,000 fewer households formed by 2027. Its 2026 State of the Nation's Housing describes existing-home sales at three-decade lows with price-to-income ratios near record highs.

Products: State of the Nation's Housing, America's Rental Housing, Research blog and working papers

Urban Land Institute

A global real-estate research and education membership organisation publishing Urban Land magazine and the annual Emerging Trends in Real Estate series with PwC.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published on 2026-07-20 an assessment of CRE valuation blind spots reporting that the all-property cap rate rose just 85bp against a roughly 300bp rise in the 10-year Treasury, leaving the yield spread near zero against a century average of about 230bp; that cap-rate spreads over BBB bonds are -66bp against a 2020-21 average of +160bp; and that the NCREIF Property Index capital-value component fell almost 20% between Q2 2022 and Q4 2024 without a recession.

Products: Emerging Trends in Real Estate, Urban Land magazine, Real Estate Economic Forecast

UK Office for National Statistics

The UK's national statistics institute and publisher of the combined Private rent and house prices bulletin, which replaced the standalone UK House Price Index in 2024.

Original record and source trail

Confidence (seed): high · 2026-09-15

Reported on 2026-08-19 an average UK house price of £272,000 in June 2026, up 2.0% annually (England £293,000 +1.8%, Scotland £195,000 +2.3%, Northern Ireland £202,000 +9.2%), and average private rents of £1,393 in July 2026, up 3.7%, with London at £2,317 and +3.0%. Noted price growth weaker this summer than last following April 2025 tax changes.

Products: Private rent and house prices, UK, Construction output statistics, Index of Private Housing Rental Prices

Center for Real Estate Technology and Innovation (CRETI)

A small sponsor-supported industry body tracking proptech venture funding. Its category boundaries are self-defined and shift between periods, so its totals are estimates rather than an authoritative series.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Tracked $4.53bn of proptech funding across 231 rounds in H1 2026 with a median round of $6.75m, against $16.7bn tracked across full-year 2025 - an annualised pace roughly 46% below the prior year during the largest half-year of global venture funding on record.

Products: Proptech venture funding tracker, Annual proptech reports

Michael Guckes

Chief Economist at ConstructConnect and author of the monthly data-centre construction reporting that produced the most widely cited figures on data-centre construction starts and cost inflation.

Original record and source trail

Confidence (seed): high · 2026-09-15

Authored, with Associate Economist Devin Bell, the 2026-08-28 report establishing $84.1bn of year-to-date data-centre construction starts across 136 projects and a 57% year-over-year rise in cost per square foot to $818.20.

Products: ConstructConnect monthly data centre report, Construction starts analysis

Daniel McCue

Senior Research Associate at the Harvard Joint Center for Housing Studies, and the author of the principal 2026 public analysis linking the immigration decline to household formation.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published 'Household Growth to Increasingly Feel the Impacts of the Immigration Drop' on 2026-08-11, projecting household growth from recent immigrants falling from 640,000 in 2024 to 143,000 in 2027.

Products: Household growth projections, JCHS research publications

Lawrence Yun

Chief Economist of the National Association of Realtors and the most-quoted commentator on US existing-home sales. His commentary carries the association's commercial interest in transaction volume and should be attributed as opinion.

Original record and source trail

Confidence (seed): high · 2026-09-15

Commenting on the August 2026 existing-home sales release of 2026-09-10, attributed the sales dip to high mortgage rates and characterised rising inventory as giving buyers better negotiating opportunities.

Products: NAR housing forecasts, Existing-Home Sales commentary

Anirban Basu

Chief Economist of Associated Builders and Contractors and one of the most widely quoted commentators on US construction labour and backlog conditions.

Original record and source trail

Confidence (seed): high · 2026-09-15

Noted in September 2026 that the construction hiring rate reached its highest level in nearly two years, and publishes the monthly Backlog Indicator that showed 8.8 months in June 2026, essentially flat year over year.

Products: ABC Construction Backlog Indicator commentary, Construction Confidence Index

Nestle S.A.

The world's largest packaged food and beverage company by revenue. Reported CHF 43.1bn of sales in H1 2026 with organic growth of 3.6% and real internal growth (volume) of 1.5%.

Original record and source trail

Confidence (seed): high · 2026-09-15

H1 2026 results 2026-07-23: organic growth 3.6%, RIG 1.5%, pricing 2.1%; Q2 RIG 1.8%; developed-market RIG only 0.6%; gross margin -20bp on coffee and cocoa with an expected H2 benefit from lower costs.

Products: Nescafe, Purina, Nespresso, KitKat, Garden Gourmet, Health Science

The Coca-Cola Company

The largest non-alcoholic beverage company. Q2 2026 net revenues of $13.4bn with global unit case volume growth of 5%, a Tier-A datapoint that runs against the GLP-1 volume-destruction thesis.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026 results 2026-07-28: revenue +7% to $13.4bn, organic revenue +6%, unit case volume +5% globally and +3% in North America; Asia Pacific price/mix -9% on 'affordability initiatives'; full-year guidance raised.

Products: Coca-Cola, Coca-Cola Zero Sugar, Fairlife, Sprite, Costa Coffee

PepsiCo, Inc.

Global convenient-foods and beverage company combining Frito-Lay, Quaker and the Pepsi beverage portfolio. Its North American salty-snack volume trajectory is the most-cited test of the GLP-1 thesis.

Original record and source trail

Confidence (seed): low · 2026-09-15

Q2 2026 results could not be retrieved this cycle: PepsiCo's investor and newsroom index pages are JavaScript-rendered and every direct release URL tried returned 404. Recorded as a data gap, not as an absence of activity.

Products: Lay's, Doritos, Quaker, Pepsi, Gatorade, Mountain Dew

Tyson Foods, Inc.

The largest US meat processor by revenue, operating Beef, Pork, Chicken and Prepared Foods segments. Its beef segment is the clearest public window onto the US cattle-cycle squeeze.

Original record and source trail

Confidence (seed): high · 2026-09-15

Fiscal Q3 2026 results 2026-08-03: sales $13,868m flat y/y; total volume -2.8%, prices +3.4%; Beef volume -15.9% with price +12.1% and an operating loss of $(142)m; FY2026 beef segment loss guided to $(650)m-$(500)m.

Products: Tyson, Jimmy Dean, Hillshire Farm, Ball Park, Aidells

Starbucks Corporation

The largest global coffeehouse chain. Its fiscal Q3 2026 transaction growth is the strongest available counter-evidence to the universal restaurant trade-down narrative.

Original record and source trail

Confidence (seed): high · 2026-09-15

Fiscal Q3 2026 results 2026-07-29: global comps +7.9% (transactions +4.2%); US comps +7.9% (transactions +4.2%); revenue -1% to $9.3bn on conversion of the China business to a licensed joint venture with funds managed by Boyu Capital; received substantially all requested reciprocal-tariff refunds.

Products: Handcrafted beverages, Packaged coffee, Food

Beyond Meat, Inc.

The listed bellwether of the plant-based meat category. SEC-filed revenue has declined in each of the last five annual periods.

Original record and source trail

Confidence (seed): high · 2026-09-15

SEC XBRL revenue series: Q2 2026 $68.8m vs $74.9m a year earlier (-8.1%); Q1 2026 $58.2m vs $68.7m (-15.3%); FY2025 $275.5m vs FY2024 $326.5m (-15.6%).

Products: Beyond Burger, Beyond Sausage, Beyond Steak

Archer-Daniels-Midland Company

Global oilseed crusher, grain merchandiser and ingredient supplier; a principal channel through which biofuel policy transmits into vegetable oil and meal prices.

Original record and source trail

Confidence (seed): low · 2026-09-15

Not verified this cycle. Relevant context: soybean oil at $1,638/mt in August 2026 against a 2024 average of $1,022 is the crush-margin environment ADM operates in.

Products: Oilseed crush, Refined oils, Sweeteners and starches, Nutrition ingredients

Nutrien Ltd.

The largest potash producer and the largest agricultural retail network in North America, combining crop nutrients with an input-distribution business.

Original record and source trail

Confidence (seed): low · 2026-09-15

Q2 2026 results not retrievable this cycle (IR release URLs returned 404). Price context: potassium chloride $386.9/mt in August 2026 vs a 2024 average of $295.1/mt.

Products: Potash, Nitrogen, Phosphate, Nutrien Ag Solutions retail

CF Industries Holdings, Inc.

North America's largest nitrogen fertiliser producer, structurally advantaged by US natural gas costs relative to European ammonia producers.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Not verified this cycle. The structural driver is measurable: US natural gas at $2.77/mmbtu in August 2026 against European gas at $21.11/mmbtu, a 7.6x spread.

Products: Ammonia, Urea, UAN, Low-carbon ammonia

Yara International ASA

Europe's largest nitrogen fertiliser producer and therefore the company most directly exposed to the European gas price disadvantage documented in 2026.

Original record and source trail

Confidence (seed): low · 2026-09-15

Not verified this cycle. Context: the European Commission mobilised EUR 540m on 2026-07-17 to compensate EU farmers for fertiliser and energy costs arising from the Middle East crisis.

Products: Ammonia, Nitrate fertilisers, YaraVita, Digital farming tools

Bayer Crop Science

The crop science division of Bayer AG, the largest seed and crop-protection business globally, and operator of the Climate FieldView digital farming platform.

Original record and source trail

Confidence (seed): low · 2026-09-15

Not verified this cycle. Relevant policy context: the European Commission's AgRI 2040 and Food 2040 strategy of 2026-09-08 names digitalisation, AI and robotics as innovation priorities.

Products: Dekalb and Asgrow seed, Roundup, Climate FieldView, Short-stature corn

Deere & Company

The largest agricultural equipment manufacturer and the leading commercial precision-agriculture platform, selling autonomy and targeted-application technology alongside machines.

Original record and source trail

Confidence (seed): low · 2026-09-15

Fiscal 2026 results and precision-ag adoption metrics not retrievable this cycle: deere.com news pages returned 403/404 and the USDA ERS precision agriculture page returned 404. Demand context: 2026 net farm income forecast down 2.6% nominal with government payments up 69.8%.

Products: Large tractors and combines, See & Spray, Operations Center, Autonomous tillage

McDonald's Corporation

The largest quick-service restaurant chain by system-wide sales and the standard reference for low-income US consumer behaviour.

Original record and source trail

Confidence (seed): low · 2026-09-15

Q2 2026 results could not be retrieved this cycle: corporate.mcdonalds.com earnings pages returned 404 and the SEC submissions JSON was truncated by the fetch tool. Recorded as a data gap; its absence weakens the restaurant-traffic evidence base.

Products: Burgers, Value menu platforms, Beverages, McCafe

Chipotle Mexican Grill, Inc.

Fast-casual chain whose transaction trend is a widely used proxy for discretionary restaurant demand among middle-income US consumers.

Original record and source trail

Confidence (seed): low · 2026-09-15

Q2 2026 results not retrievable this cycle (ir.chipotle.com returned 403, newsroom returned 404). Recorded as a data gap in the trade-down evidence base.

Products: Burritos and bowls, Digital ordering, Chipotlanes

Sysco Corporation

The largest US foodservice distributor, and therefore the most direct corporate proxy for the growth of food away from home relative to grocery.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Not verified this cycle. Channel context: US food services and drinking places sales grew 5.0% y/y in July 2026 against 0.8% for grocery stores.

Products: Broadline foodservice distribution, Specialty produce and protein, Own-brand products

The Kroger Co.

One of the largest US supermarket operators, exposed directly to the negative real grocery volume trend measured in 2026.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Not verified this cycle. Channel context: US grocery-store sales rose 0.8% y/y nominally in July 2026 against 2.2% food-at-home CPI, implying a real decline.

Products: Supermarkets, Private label (Our Brands), Pharmacy, Fuel centres

General Mills, Inc.

Large US packaged-food manufacturer spanning cereal, snacks, baking and pet food; a core centre-store exposure to the DGA's anti-ultra-processed framing.

Original record and source trail

Confidence (seed): low · 2026-09-15

Fiscal 2026 results not retrievable this cycle (investors.generalmills.com is JavaScript-rendered; direct release URLs returned 404). Recorded as a data gap in the CPG volume evidence base.

Products: Cheerios, Nature Valley, Betty Crocker, Blue Buffalo

Oatly Group AB

Oat-drink manufacturer that became the listed proxy for plant-based dairy alternatives; a category performing differently from plant-based meat.

Original record and source trail

Confidence (seed): low · 2026-09-15

Not verified this cycle. Category context: Coca-Cola cited 'value-added dairy and plant-based beverages' among its North America volume drivers in Q2 2026, indicating plant-based beverages diverge from plant-based meat.

Products: Oat drink, Oat-based barista products, Frozen desserts

Upside Foods

Cultivated-meat company that was among the first to obtain US regulatory clearance for cell-cultured chicken.

Original record and source trail

Confidence (seed): low · 2026-09-15

Not verified this cycle: no primary funding or regulatory-status source was retrievable. Category context: Beyond Meat revenue has fallen for five consecutive annual periods, and no cultivated-meat revenue data is publicly available.

Products: Cultivated chicken

Pivot Bio, Inc.

Developer of nitrogen-fixing microbial products intended to substitute for a portion of synthetic nitrogen fertiliser application.

Original record and source trail

Confidence (seed): low · 2026-09-15

Not verified this cycle. Demand driver is measurable: the World Bank fertilizer index stood at 146.4 in August 2026 against a 2024 average of 117.6.

Products: PROVEN nitrogen-fixing microbial inoculants

Carbon Robotics, Inc.

Maker of laser-weeding implements that replace herbicide application in specialty and row crops using computer vision.

Original record and source trail

Confidence (seed): low · 2026-09-15

Not verified this cycle. Policy context: the EU's AgRI 2040 strategy of 2026-09-08 names robotics as a priority technology.

Products: LaserWeeder

U.S. Department of Agriculture

Cabinet department covering farm programmes, agricultural statistics (NASS), economic research (ERS), food safety inspection (FSIS) and marketing (AMS). Co-author of the Dietary Guidelines.

Original record and source trail

Confidence (seed): high · 2026-09-15

2026-08-31 Ranchers First initiatives including the BRAND heifer-retention insurance endorsement; 2026-09-01 plan to modernise agricultural data collection using satellite imagery, administrative data and AI/ML; 2026-09-03 farm income forecast showing government payments up 69.8% to $47.4bn.

Products: WASDE, Crop Production, Cattle Inventory, Farm Income Forecast, Ranchers First, SNAP

USDA National Agricultural Statistics Service (NASS)

The US agricultural statistical agency, producing the Crop Production, Acreage, Grain Stocks and Cattle Inventory reports that form the basis of global agricultural price discovery.

Original record and source trail

Confidence (seed): high · 2026-09-15

2026-07-24 Cattle Inventory 'Up Slightly'; 2026-06-30 Acreage: corn planted area down 3% and soybeans up 5% from 2025; 2026-08-12 Crop Production plus county-crop-estimate producer recruitment. A 2025 notice discontinued selected data collection programmes and reports.

Products: Crop Production, Acreage, Grain Stocks, Cattle and Hogs Inventory, Census of Agriculture

USDA Economic Research Service (ERS)

USDA's economic research agency, producing the Food Price Outlook, Farm Sector Income Forecast, food expenditure series and the farm share of the food dollar.

Original record and source trail

Confidence (seed): high · 2026-09-15

2026-08-25 Food Price Outlook: all food +3.0% in 2026, eggs -30.8%, beef +9.8%; 2026-09-03 farm income forecast: net farm income $158.4bn (-2.6%), government payments $47.4bn (+69.8%), farm debt $605.1bn.

Products: Food Price Outlook, Farm Income Forecast, Food Expenditure Series, Food Dollar Series

U.S. Food and Drug Administration — Human Foods Program

The US regulator for most of the food supply excluding meat, poultry and processed eggs, covering labelling, additives, chemical safety and FSMA traceability.

Original record and source trail

Confidence (seed): high · 2026-09-15

FSMA Section 204 traceability compliance moved from 2026-01-20 to no earlier than 2028-07-20 by congressional direction; front-of-package 'Nutrition Info box' remains at proposed-rule stage with comments closed 2025-07-15 and no verifiable final rule as of 2026-09-15.

Products: FSMA rules, Nutrition Facts and front-of-package labelling, Food additive and colour additive regulation, Food Traceability List

USDA Food Safety and Inspection Service (FSIS)

The USDA agency responsible for inspection and labelling of meat, poultry and processed egg products, including pathogen performance standards and recalls.

Original record and source trail

Confidence (seed): low · 2026-09-15

Not verified this cycle: FSIS news and rulemaking pages returned HTTP 403 to the fetch tool. The status of the Salmonella framework for raw poultry could not be confirmed and is recorded as a data gap.

Products: Inspection, Recall notices, Labelling approval, Pathogen performance standards

European Commission — DG Agriculture and Rural Development

The Commission directorate responsible for the Common Agricultural Policy, agricultural market management, the agricultural reserve and EU agri-food trade policy.

Original record and source trail

Confidence (seed): high · 2026-09-15

2026-07-17 allocated EUR 540m from the agricultural reserve to all 27 Member States for fertiliser and energy costs arising from the Middle East crisis, alongside a Middle East Crisis Temporary State Aid Framework; 2026-08-28 reported H1 2026 agri-food exports of EUR 117.2bn and a EUR 23.9bn surplus; 2026-09-08 launched AgRI 2040 and Food 2040.

Products: CAP, Agricultural reserve, Agri-food trade statistics, AgRI 2040 and Food 2040

U.S. Environmental Protection Agency — Renewable Fuel Standard

Administers the Renewable Fuel Standard, whose annual volume obligations and small refinery exemptions set marginal demand for vegetable oil and therefore a core food commodity price.

Original record and source trail

Confidence (seed): medium · 2026-09-15

EPA states it has finalised 'RFS Set 2' standards for 2026 and 2027, but the published annual-standards table was still populated only through 2025 at last page update; exact 2026-27 volumes could not be verified and are recorded as a data gap.

Products: Renewable Volume Obligations, RINs, Small refinery exemptions

Food and Agriculture Organization of the United Nations (FAO)

UN agency publishing the monthly FAO Food Price Index and its cereal, vegetable oil, dairy, meat and sugar sub-indices, the primary global benchmark for food price movements.

Original record and source trail

Confidence (seed): high · 2026-09-15

2026-09-04 August index 133.3 points, +1.9% m/m and +2.5% y/y, 16.8% below the March 2022 peak; sugar +11.9% m/m, vegetable oil at its highest since June 2022, cereals at their highest since May 2024.

Products: FAO Food Price Index, Food Outlook, AMIS Market Monitor, FAOSTAT

CONAB (Companhia Nacional de Abastecimento)

Brazil's national supply agency, publishing the monthly grain crop survey that is the primary non-US source on the world's largest soybean supply.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Estimates the 2025/26 Brazilian grain crop at 360.8 million tonnes. Detailed crop-by-crop figures were not retrievable from the fetchable landing page and are recorded as a non-US data gap.

Products: Boletim da Safra de Graos, Supply and stock statistics

American Soybean Association

US trade association representing soybean farmers, focused in 2026 on biofuel policy (45Z, RFS) and export market access.

Original record and source trail

Confidence (seed): medium · 2026-09-15

2026-08-31 statement on small refinery exemptions noting approximately 1.76 billion RINs removed from compliance; 2026-09-09 welcomed 45Z Clean Fuel Production Credit updates; 2026-09-14 welcomed a new CHS processing investment.

Products: Policy advocacy, Trade missions, Biofuel policy analysis

Good Food Institute

Non-profit that publishes the State of the Industry reports for plant-based, fermentation and cultivated protein and advocates for public research funding.

Original record and source trail

Confidence (seed): low · 2026-09-15

GFI experts appeared across media outlets from April to July 2026. Its investment-data and State of the Industry pages returned 404 to the fetch tool, so no alternative-protein funding totals could be verified — a specific and material data gap for this sector.

Products: State of the Industry reports, Alternative protein company database, Policy advocacy

National Restaurant Association

US restaurant industry trade body publishing industry sales forecasts, traffic commentary and the Economist's Notebook analyses.

Original record and source trail

Confidence (seed): low · 2026-09-15

No 2026 Economist's Notebook analyses were visible on the fetchable page (most recent entries dated September 2025), so no association traffic or trade-down data was obtainable this cycle.

Products: Industry sales forecast, Economist's Notebook, Advocacy

Brooke Rollins

United States Secretary of Agriculture, leading USDA's 2026 beef-herd rebuilding agenda, the agricultural data modernisation plan and USDA's half of the Dietary Guidelines.

Original record and source trail

Confidence (seed): high · 2026-09-15

Announced Ranchers First on 2026-08-31 and the agricultural data modernization plan at the Farm Progress Show on 2026-09-01; USDA reported executive orders on ranching signed 2026-09-04.

Products: Ranchers First, Agricultural data modernization plan, Harvest to Hallways

Philipp Navratil

Chief Executive Officer of Nestle S.A., presenting the company's RIG-led (volume-led) growth strategy in the 2026 half-year results.

Original record and source trail

Confidence (seed): high · 2026-09-15

Quoted in Nestle's 2026 half-year results on 2026-07-23: 'Our RIG-led growth strategy is delivering, with organic growth of 3.7% and RIG of 1.8% in Q2.'

Products: Nestle group strategy

Brian Niccol

Chief Executive Officer of Starbucks, leading the 'Back to Starbucks' turnaround that produced positive transaction growth in fiscal Q3 2026.

Original record and source trail

Confidence (seed): high · 2026-09-15

Quoted in Starbucks' fiscal Q3 2026 results on 2026-07-29, reported alongside US comparable sales of +7.9% with transactions +4.2%.

Products: Back to Starbucks programme

Christophe Hansen

European Commissioner for Agriculture and Food, responsible for the CAP, the agricultural reserve and the 2026 agri-food innovation strategy.

Original record and source trail

Confidence (seed): high · 2026-09-15

Quoted on the launch of the agri-food innovation strategy on 2026-09-08: 'Research and innovation can make a real difference to how we farm and manage our rural areas.'

Products: CAP, AgRI 2040, Agricultural reserve

Ekaterina Zaharieva

European Commissioner for Startups, Research and Innovation, co-sponsor of the AgRI 2040 and Food 2040 frameworks.

Original record and source trail

Confidence (seed): high · 2026-09-15

Quoted on 2026-09-08: 'Europe is leading in science and research, but too many breakthrough solutions still struggle to reach consumers and markets.'

Products: Horizon Europe, European Competitiveness Fund

S2G Investments

Multi-stage investment firm focused on food and agriculture, oceans and energy; one of the longer-standing dedicated agrifood investors and therefore a useful proxy for the sector's capital cycle.

Original record and source trail

Confidence (seed): low · 2026-09-15

Not verified this cycle. Agrifood venture funding totals for 2025-26 could not be established because GFI and AgFunder investment-data pages were not retrievable, which is recorded as a material data gap for this sector.

Products: Venture and growth equity in food and agriculture

Wageningen University & Research

The leading European agricultural and food science research university, combining university research with applied Wageningen Research institutes across plant, animal, food and environmental sciences.

Original record and source trail

Confidence (seed): low · 2026-09-15

Not verified directly this cycle. Institutionally central to the European Commission's AgRI 2040 and Food 2040 research frameworks adopted on 2026-09-08, which are to be implemented through Horizon Europe 2028-2034.

Products: Agri-food research, Plant breeding and protected horticulture science, Food technology, Applied research institutes

Microsoft

The largest buyer of durable carbon dioxide removal in the world by a wide margin, and the anchor customer for most of the engineered-removal supply chain. Its annual environmental sustainability report is the single most informative corporate disclosure in this sector.

Original record and source trail

Confidence (seed): high · 2026-09-15

FY2025 report published 13 August 2026 discloses up to 18 million tonnes of afforestation, reforestation and revegetation credits via Rubicon Carbon, 5.08 million tonnes of permanent removal via Stockholm Exergi, and 1.24 million tonnes of biochar removal via Exomad Green. Replenished over 14.2 million cubic metres of water in FY25 and reused or recycled 92% of datacentre hardware in 2024 against a 90% goal. CDR.fyi records 37,174,479 tonnes purchased cumulatively, 75.1% of the entire durable CDR market.

Products: Durable CDR offtake agreements, Afforestation credit purchases, Water replenishment projects, Datacentre efficiency programmes

Frontier

An advance market commitment for permanent carbon removal funded by Stripe, Alphabet, Meta, Shopify and McKinsey, structured to pull forward supply by guaranteeing future demand.

Original record and source trail

Confidence (seed): high · 2026-09-15

CDR.fyi records 1,841,384 tonnes purchased by Frontier buyers, the second largest position in the market after Microsoft and roughly 5% of Microsoft's volume.

Products: Advance market commitment, Offtake facilitation, Supplier diligence

Vaulted Deep

Geological sequestration of organic waste slurry. The largest durable CDR supplier by tonnes contracted, though not by tonnes delivered.

Original record and source trail

Confidence (seed): medium · 2026-09-15

CDR.fyi records 5,173,772 tonnes sold, the largest contracted book of any supplier; it does not appear in the top five by tonnes delivered.

Products: Slurry injection carbon removal credits

Exomad Green

Biochar producer using sawmill residues. The largest durable CDR supplier in the world by tonnes actually delivered, which makes it the most important company in the sector on the metric that matters most.

Original record and source trail

Confidence (seed): high · 2026-09-15

CDR.fyi records 416,703 tonnes delivered, first in the market, against 2,423,151 tonnes sold. Microsoft's FY2025 report discloses 1.24 million tonnes of CO2 removed through biochar deployment with Exomad Green.

Products: Biochar carbon removal credits

Varaha

Agricultural carbon and biochar project developer operating with smallholder farmers in South Asia. Second largest supplier by tonnes delivered.

Original record and source trail

Confidence (seed): medium · 2026-09-15

CDR.fyi records 185,841 tonnes delivered against 470,730 tonnes sold - one of the highest delivery ratios of any large supplier.

Products: Biochar credits, Regenerative agriculture carbon credits

Charm Industrial

Converts biomass into bio-oil and injects it underground for permanent storage. One of the earliest engineered-removal suppliers to reach commercial delivery.

Original record and source trail

Confidence (seed): medium · 2026-09-15

CDR.fyi records 532,862 tonnes sold. ICVCM has approved an Isometric Bio-oil methodology, giving the route a CCP-eligible pathway.

Products: Bio-oil geological injection carbon removal

Stockholm Exergi

Municipal energy utility developing one of the world's largest bioenergy with carbon capture and storage (BECCS) projects, and the counterparty to the largest single permanent-removal contract disclosed by Microsoft.

Original record and source trail

Confidence (seed): high · 2026-09-15

Microsoft's FY2025 report discloses a 5.08 million tonne permanent carbon removal partnership with Stockholm Exergi. BECCS does not yet appear in CDR.fyi's delivered-tonnes leaderboard, illustrating the purchase-delivery gap.

Products: BECCS carbon removal, District heating

Climeworks

The best-known direct air capture developer. Widely covered in general media; does not appear among the top five durable CDR suppliers by tonnes delivered.

Original record and source trail

Confidence (seed): medium · 2026-09-15

No direct air capture company appears in CDR.fyi's top five suppliers by tonnes delivered as of September 2026, against total market deliveries of 1.68 million tonnes.

Products: Direct air capture with geological storage, DAC removal credits

Carboneers

Biochar carbon removal supplier. Third largest in the market by tonnes delivered.

Original record and source trail

Confidence (seed): medium · 2026-09-15

CDR.fyi records 180,763 tonnes delivered against 224,915 tonnes sold - the highest delivery ratio among the top suppliers.

Products: Biochar carbon removal credits

Aperam BioEnergia

The Brazilian biomass and charcoal arm of stainless steel producer Aperam, and the fourth largest durable CDR supplier by tonnes delivered.

Original record and source trail

Confidence (seed): medium · 2026-09-15

CDR.fyi records 110,751 tonnes delivered. Notable as an incumbent industrial company outperforming most venture-funded CDR startups on delivery.

Products: Biochar and charcoal carbon removal credits, Renewable charcoal for steelmaking

O.C.O. Technology

Mineralises CO2 into aggregate using thermal residues, sitting at the intersection of carbon removal and waste valorisation.

Original record and source trail

Confidence (seed): medium · 2026-09-15

CDR.fyi records 75,378 tonnes delivered, fifth in the market.

Products: Carbonated aggregate, Mineralisation carbon removal credits

Verra

Operator of the Verified Carbon Standard, the largest voluntary carbon crediting programme in the world and the principal target of the 2023-25 integrity disputes.

Original record and source trail

Confidence (seed): high · 2026-09-15

Verra reports more than 2,579 VCS projects and over one billion tonnes of emissions reduced or removed cumulatively. VCS VM0047 v1.0 and v1.1 were approved as CCP-eligible in December 2024 and September 2025; VM0044 v1.2 biochar in August 2025. Verra and Gold Standard jointly launched an Article 6.2 reporting tool on 20 August 2026.

Products: Verified Carbon Standard (VCS), VCU issuance and retirement, Methodologies including VM0047 and VM0044

Gold Standard

Carbon crediting standard founded by WWF, historically focused on community-benefit projects such as clean cooking, and now a principal builder of Article 6 and CORSIA infrastructure.

Original record and source trail

Confidence (seed): high · 2026-09-15

Labelled the first CCP-eligible cookstove credits on 9 December 2025; issued the first fully digital cookstove credits with ATEC Global on 25 March 2026; recorded the first large-scale CORSIA retirement by a commercial airline on 24 March 2026; launched a next-generation Impact Registry on 14 May 2026; and co-launched an Article 6.2 reporting tool with Verra on 20 August 2026. Several of its older methodologies, including AMS-I.E. and the Simplified Cookstove Methodology v1-3.0, were assessed as not meeting the CCPs in March 2025.

Products: Gold Standard for the Global Goals, Clean cooking methodologies, Impact Registry, Article 6.2 reporting tool

Integrity Council for the Voluntary Carbon Market (ICVCM)

Independent governance body that assesses carbon-crediting methodologies against its Core Carbon Principles and issues the CCP label that increasingly determines which credits institutional buyers will hold.

Original record and source trail

Confidence (seed): high · 2026-09-15

44 CCP-Approved methodologies as of 12 August 2026. Approved Isometric Agroforestry v1.0 in August 2026, Isometric Mangrove Restoration v1.0 in May 2026 and Isometric Reforestation v1.1 in February 2026. Rejected Gold Standard AMS-I.E., AMS-I.I. and Simplified Cookstove Methodology v1-3.0 in March 2025. No renewable energy or landfill gas methodology has been approved.

Products: Core Carbon Principles, CCP-Approved methodology assessments, CCP-Eligible programme approvals

Isometric

Carbon removal registry built specifically for engineered and durable removal, and now one of the six registries tracked by the Berkeley Carbon Trading Project.

Original record and source trail

Confidence (seed): high · 2026-09-15

Holds multiple CCP-Approved methodologies including Biochar v1.0 and Direct Air Capture (2025), Reforestation v1.1 (February 2026), Mangrove Restoration v1.0 (May 2026) and Agroforestry v1.0 (August 2026) - the fastest methodology approval record of any registry. Included as one of six registries in the Berkeley database release v2026-06.

Products: Removal registry, Isometric Biochar, Bio-oil, DAC and Biomass methodologies, Scientific MRV protocols

Science Based Targets initiative (SBTi)

The de facto global standard-setter for corporate emissions targets, a partnership of CDP, the UN Global Compact, WRI and WWF. In the absence of binding regulation its validation has become the principal credential of corporate climate seriousness.

Original record and source trail

Confidence (seed): high · 2026-09-15

Released Corporate Net-Zero Standard v2.0 on 11 June 2026 offering 'a suite of options to reflect business reality'. Launched a paid Readiness Assessment Service on 14 July 2026, appointed a new Technical Council on 21 July 2026, opened a second Power Sector consultation on 15 July 2026 and a FLAG revision call for input on 30 July 2026. Dashboard shows 14,174 companies with targets or commitments and 11,948 with validated targets.

Products: Target validation, Corporate Net-Zero Standard v2.0, Sector standards, SBTi Services readiness assessment

CDP

Runs the world's largest voluntary environmental disclosure system, and the dataset most widely used as a proxy for corporate environmental transparency.

Original record and source trail

Confidence (seed): high · 2026-09-15

Over 22,100 companies disclosed environmental data through CDP in 2025. 899 companies made the Corporate A List, about 5% of nearly 20,000 organisations evaluated, and 27 achieved a Triple A score.

Products: Climate change questionnaire, Water security and forests questionnaires, A List scoring, Supply chain programme

EFRAG

Technical adviser to the European Commission on sustainability reporting standards and the drafter of the European Sustainability Reporting Standards. Now the standard-setter of record for a regime an order of magnitude smaller than the one it was built for.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published the 2026 Revised ESRS and Voluntary Standard as adopted by the European Commission on 3 July 2026. Released a new draft ESRS datapoints list on 28 August 2026 for fatal-flaw review. Opened the ESRS-40a exposure draft for certain non-EU undertakings with consultation to 31 October 2026 and a cost-benefit call closing 11 October 2026. Its State of Play 2026 report assessed 900 assured 2025 sustainability statements.

Products: European Sustainability Reporting Standards (ESRS), Voluntary Standard (VSME), ESRS-40a for non-EU undertakings, ESRS datapoint lists

IFRS Foundation / International Sustainability Standards Board

Issuer of IFRS S1 and S2, the global sustainability disclosure baseline that jurisdictions outside the EU have increasingly adopted, and the most likely surviving framework as the EU narrows the ESRS.

Original record and source trail

Confidence (seed): low · 2026-09-15

Adoption counts by jurisdiction, and the share of global market capitalisation and emissions they represent, could not be verified within this research budget - the IFRS jurisdiction pages did not return figures. Recorded as a data gap rather than estimated.

Products: IFRS S1 General Requirements, IFRS S2 Climate-related Disclosures, Jurisdictional adoption guide

European Commission, DG FISMA

The directorate responsible for corporate reporting policy, and the author of the Omnibus I simplification package that rewrote the EU sustainability reporting regime.

Original record and source trail

Confidence (seed): high · 2026-09-15

Proposed Omnibus I on 26 February 2025 seeking to apply the CSRD only to companies with more than 1,000 employees; political agreement reached 9 December 2025; Directive (EU) 2026/470 published in the Official Journal on 26 February 2026. Adopted the 2026 Revised ESRS and Voluntary Standard on 3 July 2026.

Products: CSRD, CSDDD, EU Taxonomy, Omnibus simplification packages

European Commission, DG TAXUD

Administers the Carbon Border Adjustment Mechanism, the largest carbon-pricing instrument with extraterritorial reach and, from 2026, the most financially consequential climate regulation in force anywhere.

Original record and source trail

Confidence (seed): high · 2026-09-15

CBAM became applicable under its definitive regime on 1 January 2026, introducing authorisation requirements, reporting obligations and the purchase and surrender of CBAM certificates across cement, iron and steel, aluminium, fertilisers, electricity and hydrogen.

Products: CBAM certificates, Importer authorisation, Embedded emissions verification

European Commission, DG Environment

Responsible for circular economy and waste legislation, including the Packaging and Packaging Waste Regulation, and for the Environmental Omnibus simplification proposals.

Original record and source trail

Confidence (seed): high · 2026-09-15

Regulation (EU) 2025/40 entered into force 11 February 2025 and became applicable 12 August 2026, repealing Directive 94/62/EC. In December 2025 the Commission proposed, in its Environmental Omnibus, to suspend the obligation for producers to appoint an authorised representative for cross-border direct-to-consumer sales.

Products: Regulation (EU) 2025/40 (PPWR), Extended producer responsibility rules, Environmental Omnibus

US Securities and Exchange Commission

US securities regulator. Adopted climate-related disclosure rules in March 2024 and abandoned their defence a year later, leaving the US without a federal corporate climate disclosure regime.

Original record and source trail

Confidence (seed): high · 2026-09-15

Voted on 27 March 2025 to end the Commission's defence of the climate disclosure rules; staff notified the court that the Commission was withdrawing from the litigation consolidated in the Eighth Circuit as Iowa v. SEC.

Products: Climate-related disclosure rules (adopted 6 March 2024, defence abandoned), Regulation S-K

US Environmental Protection Agency

Operator of the Greenhouse Gas Reporting Program, the facility-level emissions dataset that underpins most US climate analytics, and the agency now proposing to narrow it.

Original record and source trail

Confidence (seed): high · 2026-09-15

Proposed on 12 September 2025 to permanently remove GHGRP obligations for 46 source categories under Executive Order 14192, from a programme covering approximately 8,000 facilities; as of 30 July 2026 this remained a proposed rule. Separately proposed on 11 June 2025 to repeal all power-sector greenhouse gas standards under Clean Air Act Section 111; as of 27 February 2026 the final action had not yet gone to OMB. Per the macro brief, EPA rescinded vehicle GHG standards effective 20 April 2026.

Products: Greenhouse Gas Reporting Program, Clean Air Act Section 111 standards, Endangerment finding

US Energy Information Administration

Publisher of the Short-Term Energy Outlook and the authoritative source for US energy-related CO2 emissions, and one of the few US federal climate-relevant datasets still updating monthly.

Original record and source trail

Confidence (seed): high · 2026-09-15

The September 2026 STEO, released 9 September 2026, forecasts US energy-related CO2 emissions of 4,821 million metric tons in 2026 and 4,816 million in 2027 - essentially flat. Solar rises from 8% to 9% of generation and wind from 11% to 12%.

Products: Short-Term Energy Outlook, Annual Energy Outlook, Monthly Energy Review, Open data API

California Air Resources Board

Administers California SB 253 and SB 261, the state climate disclosure laws that are now the most significant mandatory US corporate climate reporting requirement following the SEC's withdrawal.

Original record and source trail

Confidence (seed): low · 2026-09-15

Current deadlines, thresholds and the status of implementing regulations could not be verified: ww2.arb.ca.gov is robots-disallowed and could not be fetched within this research programme's access constraints. Recorded as a blocked source requiring alternative access in Phase 2.

Products: SB 253 Climate Corporate Data Accountability Act, SB 261 Climate-Related Financial Risk Act, California Cap-and-Trade

UN Environment Programme (UNEP)

Publisher of the Adaptation Gap Report and the Emissions Gap Report, the two annual assessments that set the quantitative frame for adaptation finance and for the distance between pledges and outcomes.

Original record and source trail

Confidence (seed): high · 2026-09-15

Adaptation Gap Report 2025, published 29 October 2025, puts developing-country adaptation needs at USD 310-365 billion a year by 2035 against international public adaptation finance of USD 26 billion in 2023, down from USD 28 billion in 2022. Emissions Gap Report 2025, published 4 November 2025, projects 2.8C under current policies and 2.3-2.5C under full NDC implementation.

Products: Adaptation Gap Report, Emissions Gap Report, Production Gap Report

UNFCCC Secretariat

Administers the Paris Agreement process including Article 6 carbon market mechanisms and the NDC cycle, and hosts the annual COP.

Original record and source trail

Confidence (seed): medium · 2026-09-15

COP30 concluded in Belem on 22 November 2025 with a Belem Political Package. The detailed decision content, including adaptation finance and Article 6 outcomes, could not be extracted from the UNFCCC landing page within this research budget and is recorded as a data gap.

Products: Article 6.2 cooperative approaches, Article 6.4 Paris Agreement Crediting Mechanism, NDC registry, Global Stocktake

World Bank

Maintains the Carbon Pricing Dashboard, the authoritative public inventory of carbon taxes, emissions trading systems and crediting mechanisms worldwide, and publishes the annual State and Trends of Carbon Pricing report.

Original record and source trail

Confidence (seed): medium · 2026-09-15

The 2026 dashboard records 47 carbon taxes, 40 emissions trading systems and 34 crediting mechanisms implemented. Global emissions coverage percentage and revenue totals were not retrievable from the landing page and the State and Trends 2026 report returned a 403 through the research proxy.

Products: Carbon Pricing Dashboard, State and Trends of Carbon Pricing, Partnership for Market Implementation

Global Center on Adaptation

International organisation focused on accelerating adaptation, producing country-level climate risk assessments and investment briefs intended to convert adaptation need into bankable projects.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published rapid climate risk assessments and investment briefs for the Democratic Republic of Congo, Zambia and Kenya on 7 September 2026, covering infrastructure, energy, manufacturing and agriculture, plus mini-grid, solar dryer, mangrove restoration and digital climate advisory investment briefs.

Products: State and Trends in Adaptation reports, Rapid climate risk assessments, Investment briefs

Berkeley Carbon Trading Project

Academic project at UC Berkeley's Goldman School of Public Policy that maintains the Voluntary Registry Offsets Database, the only comprehensive, free, bulk-downloadable record of voluntary carbon credit issuance and retirement across the major registries.

Original record and source trail

Confidence (seed): high · 2026-09-15

Database release v2026-06 covers six registries: ACR, ART, CAR, Gold Standard, Isometric and Verra. Summary statistics are distributed as downloadable Excel files rather than published on the landing page, so aggregate issuance and retirement totals require a bulk download.

Products: Voluntary Registry Offsets Database, Carbon offset research

MSCI

Index and analytics provider that has become one of the principal commercial owners of climate risk and carbon market data as free public alternatives are withdrawn.

Original record and source trail

Confidence (seed): medium · 2026-09-15

First Street's research library now presents MSCI terms of use as its access gateway. MSCI's Carbon Markets price index and forecasts are paid products; its public Net-Zero Tracker page still carries data dated 31 August 2024, which is a live example of the date-laundering trap flagged in the macro brief.

Products: Climate risk analytics, Carbon Markets price index and forecasts, Net-Zero Tracker, ESG ratings

First Street

Climate risk modeller best known for property-level flood, wildfire, heat and wind risk scores that were previously published openly and widely used in US housing and insurance analysis.

Original record and source trail

Confidence (seed): low · 2026-09-15

As of 15 September 2026 the research library is gated behind MSCI terms of use. No corporate transaction announcement was retrievable within this research budget, so the ownership relationship is recorded as an observed access change rather than a verified acquisition.

Products: Flood Factor, Fire Factor, Heat Factor, Property-level climate risk ratings

International Energy Agency

Publisher of World Energy Investment, the benchmark annual accounting of global capital flows across energy and climate categories, and the source that most clearly separates climate-specific investment from energy investment.

Original record and source trail

Confidence (seed): high · 2026-09-15

World Energy Investment 2026, published 28 May 2026, reports total global energy investment of USD 3.4 trillion in 2026, up 5%; USD 2.2 trillion clean against USD 1.2 trillion fossil; grids at USD 550 billion and up about 20% year on year; CCUS at just over USD 5 billion in 2025, a 17-fold rise since 2020; and states that amounts going to renewable power projects have fallen year-on-year since 2024.

Products: World Energy Investment, CCUS Projects Explorer, Energy Technology Perspectives

Sightline Climate (CTVC)

Climate technology market intelligence firm whose quarterly and half-year funding data is the most widely cited series for climate tech venture capital.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Reported on 13 July 2026 that H1 2026 climate tech funding rose 55% to USD 26.1 billion while deal count fell 25% to a five-year low, with Built Environment up more than 800% on data-centre deals, data centres at roughly 34% of total investment, and carbon equity funding collapsing.

Products: Climate tech funding database, CTVC newsletter, Sector taxonomies

Sylvera

Carbon credit ratings agency that scores project quality independently of registries, one of the small group of firms whose business model depends on integrity concerns persisting.

Original record and source trail

Confidence (seed): low · 2026-09-15

Operates in the segment Sightline Climate describes as having seen carbon equity funding collapse in H1 2026. No 2026 funding round was verifiable within this research budget.

Products: Carbon credit ratings, Pre-issuance ratings, Portfolio analytics

Workiva

Reporting and compliance software provider, one of the most exposed listed companies to the reduction in CSRD scope, since its sustainability product line was built for the original reporting waves.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Directive (EU) 2026/470 confined mandatory reporting to undertakings above EUR 450 million turnover and 1,000 employees and deferred wave two to financial year 2027, materially reducing the EU addressable market for this category. Sightline Climate recorded Climate Management funding up only 6% in H1 2026 against a 55% rise in the overall climate tech total.

Products: Workiva Carbon, ESRS reporting, Financial and sustainability reporting platform

Mark T. Uyeda

Acting Chairman of the US Securities and Exchange Commission at the time of the March 2025 vote that ended the Commission's defence of its climate-related disclosure rules.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Stated on 27 March 2025 the intent to cease 'the Commission's involvement in the defense of the costly and unnecessarily intrusive climate change disclosure rules', after which SEC staff withdrew from the litigation consolidated as Iowa v. SEC. His current role at the Commission was not verified within this research budget.

Products:

Ede Jorge Ijjasz-Vasquez

Co-Director of the Global Center on Adaptation's State and Trends in Adaptation Report, the principal recurring assessment of adaptation action and financing gaps.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Named co-director of the State and Trends in Adaptation Report edition covering small island developing states, listed on the Global Center on Adaptation reports page alongside the September 2026 rapid climate risk assessments for DRC, Zambia and Kenya.

Products:

Jamal Saghir

Co-Director of the Global Center on Adaptation's State and Trends in Adaptation Report and a long-standing figure in development and infrastructure finance.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Named co-director of the State and Trends in Adaptation Report on the Global Center on Adaptation reports page, which also lists the September 2026 country-level rapid climate risk assessments and investment briefs.

Products:

Coinbase Global, Inc.

The largest US-listed crypto exchange and the custodian for most US spot crypto ETFs. Revenue is split between transaction fees and a growing subscription and services line dominated by USDC distribution economics.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026 (filed 2026-07-30): total revenue $1,220.068m, down 18.5% year on year; transaction revenue $599.156m; stablecoin revenue $292.147m; blockchain rewards $83.342m, down 42%; net loss $359.468m against net income of $1,428.900m a year earlier. Received CFTC Staff Letter 26-17 no-action relief on 2026-05-29 for Coinbase Financial Markets to transfer customer digital commodities and payment stablecoins to affiliated foreign board of trade Deribit FZE as margin.

Products: Coinbase Exchange, Coinbase Prime, Coinbase Custody, Base (L2), Coinbase Financial Markets

Circle Internet Group, Inc.

Issuer of USDC and EURC. Revenue is overwhelmingly reserve income on segregated stablecoin reserves, the majority of which are held in an SEC-registered 2a-7 government money market fund, with the largest cost line being distribution payments to partners.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026 10-Q filed 2026-08-05: H1 2026 total revenue and reserve income $1,395.448m (reserve income $1,320.241m); distribution and transaction costs $815.816m, roughly 58% of revenue; H1 net income attributable to common stockholders $103.474m; Q2 revenue $701.315m and net income $48.221m. Cash and equivalents segregated for stablecoin holders $73.161bn at 2026-06-30. Filed an S-3ASR shelf on 2026-08-05.

Products: USDC, EURC, USYC, Circle Mint, Arc

Tether Holdings

Issuer of USDT, the largest stablecoin by supply with roughly 60% market share. Publishes quarterly attestations rather than audits; the Federal Reserve has documented that its reserve quality differs materially from its US-regulated competitor.

Original record and source trail

Confidence (seed): medium · 2026-09-15

USDT supply reported between $183.37bn (DefiLlama) and $193.3bn (RWA.xyz) in September 2026, a ~$10bn unreconciled gap. Federal Reserve staff research published 2026-04-08 found USDT holds approximately 1.04x reserves per coin but only about 0.74x in higher-quality assets (Treasuries, Treasury-backed repo and bank deposits), against 1.0x in higher-quality assets for USDC. Tether's live transparency balance page did not render figures on fetch during this research.

Products: USDT, XAUT, Tether Gold

Strategy Inc.

Enterprise software company reconstituted as the largest corporate holder of bitcoin, financed through at-the-market equity, convertible notes and a series of perpetual preferred instruments. The archetype of the digital asset treasury model.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026 (2026-07-30): net loss $8.22bn including an $8.32bn unrealised digital asset loss; 843,775 BTC at aggregate cost $63.69bn against market value $54.77bn; software revenue $122.4m, +6.9%. On 2026-06-29 adopted a Digital Credit Capital Framework with a USD Reserve (>= 12 months of ~$1.76bn annual preferred dividends and interest), raised the STRC dividend to 12.00% from 2026-07-01, and created a BTC Monetization Program which generated $218.4m of bitcoin sales YTD, primarily to fund preferred dividends. Initiated STRC repurchases 2026-07-27, buying $28.9m notional at a 13% discount to par.

Products: MSTR common stock, STRC / STRK / STRF / STRD preferred, Convertible notes, Strategy One / Mosaic software

BlackRock, Inc.

The dominant issuer of US spot crypto exchange-traded products and, through BUIDL, the largest tokenised Treasury fund. The single most important institutional allocator channel in the sector.

Original record and source trail

Confidence (seed): high · 2026-09-15

IBIT held $60.62bn of net assets on 2026-09-11 with a YTD return of -32.97% and a one-year return of -45.62%; ETHA held $8.96bn with a YTD return of -46.90%. BUIDL stood at $2.73bn on 2026-09-15, the largest tokenised Treasury product. Extended the tokenised fund line on 2026-08-03 with a tokenised share class of an existing money market fund and a multi-chain daily-reinvestment vehicle aimed at stablecoin reserves.

Products: iShares Bitcoin Trust (IBIT), iShares Ethereum Trust (ETHA), BUIDL

Securitize

SEC-registered transfer agent and broker-dealer that issues and administers tokenised funds for institutional asset managers, including BlackRock's BUIDL.

Original record and source trail

Confidence (seed): medium · 2026-09-15

BUIDL, issued via Securitize, stood at $2.73bn on 2026-09-15 within a tokenised Treasury market of $15.75bn across 101 products.

Products: Securitize Markets, BUIDL issuance and transfer agency, sToken infrastructure

Ondo Finance

Issuer of tokenised US Treasury and yield products aimed at non-US and on-chain institutional holders.

Original record and source trail

Confidence (seed): medium · 2026-09-15

USDY held $2.23bn on 2026-09-15, the third-largest tokenised Treasury product.

Products: USDY, OUSG, Ondo Global Markets

Franklin Templeton

One of the earliest traditional asset managers to run a US-registered fund with on-chain share registry.

Original record and source trail

Confidence (seed): medium · 2026-09-15

iBENJI held $1.70bn on 2026-09-15, the fourth-largest tokenised Treasury product.

Products: iBENJI, Benji Investments platform

WisdomTree, Inc.

Asset manager operating tokenised registered fund share classes alongside conventional ETFs.

Original record and source trail

Confidence (seed): medium · 2026-09-15

WTGXX held $1.22bn on 2026-09-15, the fifth-largest tokenised Treasury product.

Products: WTGXX (Treasury Money Market Digital Fund), WisdomTree Connect

Fidelity Investments

Operates the second-largest US spot bitcoin ETF and provides institutional digital asset custody and execution.

Original record and source trail

Confidence (seed): medium · 2026-09-15

FBTC assets of $13.56bn reported on 2026-09-14, second to IBIT among US spot bitcoin ETFs.

Products: FBTC (Fidelity Wise Origin Bitcoin Fund), Fidelity Digital Assets custody

Grayscale Investments

Converted the first large US bitcoin trust into an ETF and runs a family of single-asset and index crypto products.

Original record and source trail

Confidence (seed): low · 2026-09-15

GBTC assets of $9.89bn and Grayscale Bitcoin Mini Trust assets of $4.85bn reported on 2026-09-14. The fund detail page returned HTTP 403 on direct fetch, so issuer-primary confirmation was not obtained.

Products: GBTC, Grayscale Bitcoin Mini Trust (BTC), Grayscale crypto product family

TeraWulf Inc.

Bitcoin miner turned contracted AI and HPC data-centre landlord, operating the Lake Mariner campus in New York.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Announced a 20-year lease with Anthropic covering 410 MW on 2026-07-08, with reporting the following day of a ~$3.5bn financing against that site. Publicises a 750 MW 'AI factory' campus build at Lake Mariner.

Products: Lake Mariner data centre campus, AI/HPC colocation leases, Bitcoin mining

Cipher Digital Inc. (formerly Cipher Mining)

Bitcoin miner that renamed itself and now presents as a data-centre developer with bring-your-own-generation power strategy in Texas.

Original record and source trail

Confidence (seed): high · 2026-09-15

Renamed from Cipher Mining to Cipher Digital during 2026. Priced $810.0m of senior secured notes 2026-06-08. Q2 2026 business update (2026-08-04) covered Black Pearl acceleration and a 900 MW site acquisition near San Antonio. Began lateral pipelines on 2026-09-03 to support up to 2.5 GW of bring-your-own-generation. On 2026-09-14 committed $10m jointly with Fluidstack and Anthropic to repair and expand Colorado City's water system.

Products: Black Pearl Data Center, San Antonio 900 MW site, Bring-your-own-generation campuses, Bitcoin mining

Core Scientific, Inc.

Large-scale digital infrastructure operator providing bitcoin mining and HPC hosting. Remained independent after its proposed acquisition by an AI cloud provider did not complete.

Original record and source trail

Confidence (seed): high · 2026-09-15

Continued filing independently through 2026-09-02. Filed an 8-K on 2026-08-27 reporting entry into a material definitive agreement and creation of a direct financial obligation (a revolving facility), event date 2026-08-25 — confirming the CoreWeave acquisition did not close.

Products: Bitcoin mining hosting, HPC/AI colocation

Hyperliquid

On-chain perpetual futures exchange running its own L1 with an order-book matching engine, the largest perpetual DEX by volume and open interest.

Original record and source trail

Confidence (seed): medium · 2026-09-15

24-hour perpetual volume of $9.353bn and open interest of $14.398bn on 2026-09-15, roughly 36% of tracked perpetual DEX volume.

Products: Hyperliquid perpetuals, HyperEVM, HLP vaults

Ethena Labs

Issuer of USDe, a synthetic dollar whose backing is a delta-hedged position rather than bank deposits or Treasury bills, and whose yield derives from staking rewards and perpetual funding rates.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Protocol TVL of $5.106bn on 2026-09-15, up 19.3% over 30 days; USDe supply between $4.595bn and $4.9bn depending on tracker; annualised fees $284.08m against cumulative protocol revenue of $332.94m and a tracked yield-pool APY of 5.03%. Explicitly outside the GENIUS Act payment-stablecoin definition.

Products: USDe, sUSDe

Lido

The largest liquid staking protocol, issuing stETH against staked ether. The single largest component of DeFi total value locked.

Original record and source trail

Confidence (seed): medium · 2026-09-15

TVL of $24.258bn on 2026-09-15, the largest of any DeFi protocol and roughly 28% of total DeFi TVL, denominated in ether whose one-year return was -37.24%.

Products: stETH, wstETH

Aave

The largest decentralised lending protocol, and one of the few DeFi primitives to have operated continuously through multiple full market cycles.

Original record and source trail

Confidence (seed): medium · 2026-09-15

TVL of $18.155bn on 2026-09-15, the largest lending protocol and second-largest DeFi protocol overall.

Products: Aave v3, GHO stablecoin, Horizon (RWA markets)

Sky (formerly MakerDAO)

Issuer of the USDS and DAI stablecoins, historically the largest crypto-collateralised stablecoin system and now substantially backed by real-world assets.

Original record and source trail

Confidence (seed): medium · 2026-09-15

USDS supply of $6.467bn-$6.7bn and DAI of $4.6bn-$4.789bn in September 2026, together the third and fifth largest stablecoins. Associated Spark protocol held $6.644bn of TVL.

Products: USDS, sUSDS, DAI, Spark

Paxos

Regulated stablecoin issuer and custodian, one of the firms granted a conditional OCC national trust bank charter for payment stablecoin issuance.

Original record and source trail

Confidence (seed): medium · 2026-09-15

USDG supply of $3.239bn and PAXG (tokenised gold) of $1.8bn in September 2026. Among the non-bank firms granted conditional OCC national trust bank charters recorded in sector 07.

Products: USDG (Global Dollar), PAXG, PYUSD issuance, Paxos custody

Anthropic

AI laboratory that has become a named long-term tenant of converted bitcoin mining sites, making it a direct counterparty to this sector despite sitting in sector 01.

Original record and source trail

Confidence (seed): high · 2026-09-15

Signed a 20-year, 410 MW lease with TeraWulf announced 2026-07-08. Named jointly with Cipher Digital and Fluidstack in a $10m Colorado City water infrastructure commitment on 2026-09-14.

Products: Claude model family, AI data-centre leases

Fluidstack

AI compute provider that intermediates GPU capacity at converted crypto mining data centres.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Named alongside Cipher Digital and Anthropic in the $10m Colorado City water system commitment announced 2026-09-14.

Products: GPU cloud capacity, AI data-centre operations

Gotbit Consulting LLC

Crypto market-making firm charged by the SEC with a scheme to manipulate the market for a crypto asset through wash trading. Included as a documented instance of manufactured market activity in this sector.

Original record and source trail

Confidence (seed): high · 2026-09-15

Proposed final judgment filed 2026-07-28 in the US District Court for the District of Massachusetts (1:24-cv-12589-AK), announced in SEC Litigation Release LR-26598 on 2026-08-03. Gotbit pleaded guilty to wire fraud and conspiracy in a parallel criminal case, receiving five years probation in June 2025.

Products: token market making services

U.S. Securities and Exchange Commission

Primary US securities regulator. Redrew the crypto securities perimeter by interpretation and proposed rulemaking during 2026 rather than by enforcement.

Original record and source trail

Confidence (seed): high · 2026-09-15

Issued Release 2026-30 on 2026-03-17 (interpretive file S7-2026-09) establishing a token taxonomy and stating most crypto assets are not securities. Proposed Regulation Crypto Assets on 2026-08-18 (Release 2026-76, File 33-11434) with $5m/four-year and $75m/twelve-month exemptions, a conditional safe harbour and state preemption. Scheduled a 24-hour trading roundtable for 2026-09-17. Continues crypto fraud and manipulation enforcement (LR-26598).

Products: Regulation Crypto Assets (proposed), Token taxonomy interpretation, EDGAR

U.S. Commodity Futures Trading Commission

US derivatives regulator, which has used staff letters, advisories and no-action positions to bring offshore crypto derivatives activity within reach of US registrants.

Original record and source trail

Confidence (seed): high · 2026-09-15

Announced first listed spot crypto trading on US regulated exchanges 2025-12-04 and a tokenised collateral pilot 2025-12-08. Signed an MoU with the SEC 2026-03-11. Issued a self-custodial wallet no-action letter 2026-03-17, crypto FAQs 2026-03-20, a 24/7 trading advisory 2026-05-29, and confirmed crypto perpetuals as foreign futures with Coinbase/Deribit relief 2026-05-29. Held the inaugural Innovation Advisory Committee meeting, reported 2026-08-21.

Products: Staff Letters 25-39, 26-05, 26-09, 26-17, 24/7 trading advisory, Digital Assets Pilot Program

Board of Governors of the Federal Reserve System

US central bank, prudential regulator and the publisher of the most rigorous public research on stablecoins available in 2026.

Original record and source trail

Confidence (seed): high · 2026-09-15

Proposed a 'payment account' on 2026-05-20 (published 2026-05-26) offering non-interest-bearing settlement access without intraday credit or discount window, while pausing Tier 3 access requests. Joined four agencies on 2026-06-18 proposing bank-comparable customer identification programmes for permitted payment stablecoin issuers. Joined the FDIC and OCC on 2026-03-05 confirming technology-neutral capital treatment for tokenised securities. Published six FEDS Notes on stablecoins and digital money during 2026.

Products: Payment account (proposed), Permitted Payment Stablecoin Issuer CIP rule (proposed), FEDS Notes research series

Office of the Comptroller of the Currency

US national bank chartering authority, the gateway for non-bank stablecoin issuers and crypto custodians seeking federal trust bank charters.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Issued a 350-plus page proposed rule on 2026-02-25 covering prudential requirements for Permitted Payment Stablecoin Issuers and conditionally granted national trust bank charters to Circle, Paxos and three other non-bank firms (recorded in sector 07). Joined the 2026-03-05 tokenised securities capital clarification. The OCC's own news release index was robots-disallowed to automated retrieval during this research.

Products: National trust bank charters, Permitted Payment Stablecoin Issuer rulemaking

European Securities and Markets Authority

EU-level supervisor coordinating MiCA implementation and maintaining the public registers of authorised crypto-asset service providers and token issuers.

Original record and source trail

Confidence (seed): high · 2026-09-15

MiCA's 18-month transitional grandfathering ended 2026-07-01, after which entities must hold authorisation or cease EEA operations. Five CSV registers updated weekly from national competent authority data, last recorded update 2026-09-09, with migration into ESMA's formal IT systems planned for mid-2026. White paper iXBRL formatting applied from 2025-12-23.

Products: Interim MiCA Register (CSV), CASP / ART / EMT registers, Non-compliant entities register, MiCA technical standards

European Central Bank

Euro-area central bank running the digital euro project as a monetary-sovereignty response to dollar-denominated private digital money.

Original record and source trail

Confidence (seed): high · 2026-09-15

In the preparation and development phase following an October 2025 Governing Council decision. Targets a potential first issuance in 2029 conditional on EU legislation being adopted during 2026, with a pilot in 2027. Scheme rulebook draft 0.91 published July 2026. Estimated implementation cost to the banking sector of EUR 4bn to EUR 5.8bn.

Products: Digital euro, Digital euro scheme rulebook, Project pilot (2027)

Financial Conduct Authority

UK conduct regulator building a full FSMA authorisation regime for cryptoasset firms while maintaining retail restrictions on crypto derivatives.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Published final rules and guidance on 2026-06-30 applying to cryptoasset firms receiving FSMA permission from 2027-10-25. Maintains its prohibition on selling derivatives and exchange-traded notes referencing cryptoassets to retail consumers on the stated basis that retail consumers cannot reliably value or assess the risks — a position that conflicts with widely reported 2025 coverage of retail cETN access and is recorded as an unresolved contradiction.

Products: Cryptoasset FSMA permissions regime, Cryptoasset financial promotions rules, AML/CTF registration

Financial Services Agency of Japan

Japan's integrated financial regulator, which has run the most developed non-Western statutory framework for crypto exchanges since 2017 and is reworking the classification of crypto assets.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Published the report of the Financial System Council's Working Group on Crypto-asset Systems on 2026-02-16, the basis for reworking crypto-asset regulatory classification. Published guidance on cybersecurity issues and countermeasures in crypto-asset-related businesses on 2026-07-23 and revised AML/CFT guidelines on 2026-03-31. English-language detail pages for the working group report were not retrievable during this research.

Products: Crypto-asset exchange registration, Payment Services Act framework, Financial Instruments and Exchange Act

Bank for International Settlements

The central banks' bank, whose 2026 Annual Economic Report contains the most systematic public assessment of stablecoins against the functional requirements of money.

Original record and source trail

Confidence (seed): high · 2026-09-15

The 2026 Annual Economic Report chapter 'Anchoring trust in money: innovation beyond stablecoins' assessed stablecoins as failing the singleness, elasticity and integrity tests; measured the market at approximately $320bn at end-May 2026 with 99.4% of fiat-backed value dollar-pegged; estimated 2025 transaction volume at ~$28tn, less than three weeks of major US wholesale payment settlement; and modelled $1-3tn adoption scenarios concluding aggregate output effects are likely to remain limited.

Products: Annual Economic Report, Project Agorá, Project mBridge, BIS Innovation Hub

Financial Crimes Enforcement Network (FinCEN)

US financial intelligence unit responsible for Bank Secrecy Act rules applying to money services businesses and, under the GENIUS Act, to permitted payment stablecoin issuers.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Issued a joint BSA/AML proposal with OFAC on 2026-04-08 covering payment stablecoin issuers (recorded in sector 07) and is one of the five agencies behind the 2026-06-18 customer identification programme proposal.

Products: BSA/AML rules for stablecoin issuers, Travel Rule, SAR regime

Monetary Authority of Singapore

Singapore's integrated central bank and financial regulator, operating one of the earliest stablecoin frameworks and the Project Guardian asset tokenisation programme.

Original record and source trail

Confidence (seed): low · 2026-09-15

Included as a primary source of record for Asian tokenisation policy. MAS news and media-release pages returned HTTP 403 to automated retrieval throughout this research, so no dated 2026 action is asserted here; this is recorded as a data gap and a Phase 2 licensing/access requirement.

Products: Digital Payment Token licensing, Stablecoin framework, Project Guardian, Global Layer One

Blockchain Association

The principal US crypto industry trade body, lobbying on market structure legislation, stablecoin rules and tax treatment.

Original record and source trail

Confidence (seed): low · 2026-09-15

Active on the SEC's Regulation Crypto Assets comment file and the GENIUS Act rulemakings. Specific 2026 filings were not individually verified in this research window; treat its published positions as advocacy, not analysis.

Products: policy advocacy, comment letters, litigation support

Andreessen Horowitz (a16z crypto)

The largest dedicated crypto venture franchise, and a significant funder of the policy and research infrastructure the sector cites.

Original record and source trail

Confidence (seed): low · 2026-09-15

No 2026 fund close or specific portfolio round was verifiable from primary sources within this research window; sector-wide venture figures are dominated by AI and should be read with the sector 11 correction that record deployment has not produced cash (2021-vintage DPI 0.05x).

Products: crypto venture funds, State of Crypto report, policy advocacy

Paul Atkins

Chairman of the US Securities and Exchange Commission, under whom the Commission replaced enforcement-led crypto policy with a token taxonomy and proposed exemptive rulemaking.

Original record and source trail

Confidence (seed): high · 2026-09-15

Quoted in the 2026-08-18 Regulation Crypto Assets release framing the proposed safe harbour as applying 'once an issuer has completed or permanently ceased all essential managerial efforts' represented to investors.

Products: Regulation Crypto Assets (proposed), token taxonomy interpretation

Mike Selig

Chairman of the US Commodity Futures Trading Commission during the agency's 2026 digital-asset programme.

Original record and source trail

Confidence (seed): high · 2026-09-15

Convened the inaugural meeting of the CFTC's Innovation Advisory Committee, reported in Release 9288-26 on 2026-08-21.

Products: Innovation Advisory Committee, digital asset staff letters

Michael Saylor

Executive Chairman of Strategy Inc and the originator of the leveraged corporate bitcoin treasury model that the wider digital-asset-treasury sector copied.

Original record and source trail

Confidence (seed): high · 2026-09-15

Hosted investor Q&A sessions on 2026-05-11/13 and 2026-08-11 during the period in which Strategy reported an $8.22bn quarterly loss and began selling bitcoin to fund preferred dividends.

Products: MSTR capital structure, digital credit securities

Francesca Carapella, Arazi Lubis and Alexandros Vardoulakis

Federal Reserve Board staff economists whose 2026 research produced the most specific public comparison of stablecoin reserve quality across issuers.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published 'Stablecoins in 2025: Developments and Financial Stability Implications' on 2026-04-08, recording market capitalisation of $317bn at 2026-04-06, growth flattening in Q4 2025 and Q1 2026, and USDT reserves of approximately 1.04x per coin but only ~0.74x in higher-quality assets.

Products: FEDS Notes: Stablecoins in 2025

Coursera, Inc.

Public online learning platform selling to consumers, enterprises and universities. Acquired Udemy, closing 2026-05-11, making it the sector's largest 2026 consolidation.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026: revenue $299m (+60% y/y); Enterprise $140.0m (+118%, primarily Udemy); Consumer $158.6m (+29%); Degrees $13.4m (down from $15.7m); GAAP net loss $80.4m including $50.3m merger/integration and $18.1m severance; adjusted EBITDA $42.7m at 14.3% margin; enterprise customers 12,107 (-2% y/y); paid subscribers 1,655,000 (+44%); FY2026 guidance raised to $1.220-1.245bn.

Products: Coursera Consumer, Coursera Enterprise, Coursera Degrees, Udemy Business

Chegg, Inc.

Consumer study-help and skilling company; the sector's most completely documented case of generative AI substituting for a paid vertical subscription product.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026: total net revenue $51.8m, down 51% y/y from $105.1m; Skilling revenue $17.5m (+2%); GAAP net loss $3.0m; adjusted EBITDA $9.1m (17% margin). Q3 2026 guidance $43-44m revenue with adjusted EBITDA of just $1-2m. Company states it is rearchitecting to be AI-first and pivoting to an employability platform.

Products: Chegg Study Pack, Chegg Skilling

Duolingo, Inc.

Consumer language-learning app with heavy engagement mechanics; sits on the contested boundary between education and consumer social/entertainment apps.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Q2 2026: daily active user growth of 23% year over year, described by the CEO as an acceleration from Q1. Detailed revenue, bookings and subscriber metrics were published in a shareholder letter that could not be retrieved at this research date.

Products: Duolingo, Duolingo Max, Duolingo English Test

MagicSchool AI

AI-native teacher-productivity platform for K-12, notable for achieving national distribution on unusually small capital through educator-led bottom-up adoption.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Reported approximately 8 million registered educators worldwide and 3x year-over-year revenue growth; claims one in five children in America attend a partner school. District partners include Denver Public Schools, Broward County and Hillsborough County (2026-08-05).

Products: MagicSchool for Teachers, MagicSchool for Students

Udemy

Marketplace-model online course platform and enterprise skills provider; acquired by Coursera in a transaction that closed 2026-05-11 and is no longer independently reported.

Original record and source trail

Confidence (seed): high · 2026-09-15

Consolidated into Coursera's results from 2026-05-11; combined enterprise customers reported at 12,107, down 2% year over year, with $50.3m of merger and integration costs and $18.1m of severance booked in Q2 2026.

Products: Udemy Business, Udemy marketplace

EdSights

AI chatbot platform for student engagement, retention and navigation at higher-education institutions.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Listed among the largest edtech venture rounds of 2025 at $80m, in a year when global edtech funding was roughly flat at ~$2.8bn (2025-11-21).

Products: EdSights student chatbot

Amboss

Medical knowledge and learning platform for students and clinicians; the largest disclosed edtech round of 2025 and a rare non-US leader in the category.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Raised $260m in March 2025, the largest edtech round of that year, at a time when total global edtech funding was approximately $2.8bn.

Products: AMBOSS Knowledge Library, AMBOSS Qbank

Lingokids

Children's learning and content app for early-years education, and one of the few European consumer edtech companies raising at scale.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Raised $120m in September 2025, the second-largest disclosed edtech round of the year.

Products: Lingokids app

EdVisorly

AI platform addressing the US college transfer process, a friction point that limits the stackability of sub-degree credentials.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Raised a $13.3m Series A announced 2026-07-08 to expand its AI platform for college transfer.

Products: EdVisorly transfer platform

Pearson plc

Global education publisher, assessment provider and workforce-skills business; one of the few remaining large publicly listed pure-play education companies.

Original record and source trail

Confidence (seed): low · 2026-09-15

No 2026 financial disclosure was retrieved for this dossier; included for structural completeness as a major listed incumbent. Financial detail unverified.

Products: Pearson VUE, Higher education courseware, English language learning

Instructure

Provider of the Canvas learning management system, a core institutional infrastructure layer. Private-equity owned, so no longer files quarterly results.

Original record and source trail

Confidence (seed): low · 2026-09-15

Reduced public disclosure following take-private. Cited here as an example of the shrinking public-disclosure footprint in K-12 and higher-education infrastructure. Ownership and financial specifics unverified at this research date.

Products: Canvas LMS

PowerSchool

Student information system and K-12 administrative software provider; private-equity owned and no longer publicly reporting.

Original record and source trail

Confidence (seed): low · 2026-09-15

Reduced public disclosure following take-private; a second instance of the K-12 infrastructure layer moving out of public reporting. Financial specifics unverified.

Products: PowerSchool SIS, Schoology

Khan Academy

Non-profit education provider, and an early deployer of AI tutoring through its Khanmigo product.

Original record and source trail

Confidence (seed): low · 2026-09-15

Khanmigo is among the most-cited AI tutoring deployments, but no independent population-level learning-outcome evidence for it was retrievable at this research date.

Products: Khan Academy, Khanmigo

OpenAI

Foundation model provider whose general-purpose products are the principal substitute for vertical consumer edtech, and which also sells directly into universities.

Original record and source trail

Confidence (seed): medium · 2026-09-15

ChatGPT Edu launched 2024-05-30 for universities, citing deployments at Oxford, Wharton, UT Austin, Arizona State and Columbia, with no disclosed user counts. General-purpose ChatGPT is the substitute product behind Chegg's 51% revenue decline.

Products: ChatGPT, ChatGPT Edu

Anthropic

Foundation model provider that has published telemetry-based analysis of how university students use its product, including academic-integrity observations.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Published an education report on 2025-04-08 analysing one million higher-education conversations: content creation 39.3%, technical explanations 33.5%, Bloom's Creating 39.8% and Analyzing 30.2%, computer science over-represented at 38.6% of conversations versus 5.4% of US degrees. Vendor-published telemetry, not an independent population estimate.

Products: Claude, Claude for Education

ADP

Payroll and HR services provider whose administrative payroll panel has become the primary instrument for detecting AI effects on entry-level employment.

Original record and source trail

Confidence (seed): high · 2026-09-15

Its high-frequency administrative payroll data covering millions of US workers through June 2026 underpins the finding that 22-25-year-olds in AI-exposed occupations sit 19% below a less-exposed-peer counterfactual.

Products: ADP payroll services, ADP administrative payroll research panel

Handshake

Early-career recruiting marketplace connecting students with employers; a potential leading-indicator data asset on entry-level demand.

Original record and source trail

Confidence (seed): low · 2026-09-15

No 2026 disclosure retrieved. Included as a monitorable entity for entry-level hiring signals rather than on verified 2026 activity.

Products: Handshake network

GSV Ventures

Education-focused venture firm and convenor of the ASU+GSV Summit, the sector's principal dealmaking conference.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Named among MagicSchool AI's investors (2026-08-05), in a market where total global edtech funding was roughly $2.8bn in 2025.

Products: Education venture funds

Owl Ventures

One of the largest dedicated edtech venture firms, and a source of sector funding analysis cited in trade coverage.

Original record and source trail

Confidence (seed): medium · 2026-09-15

An Owl Ventures report cited in November 2025 argued AI in the classroom had moved beyond experimentation into educator productivity and personalised learning. Note this is an investor's view of its own asset class.

Products: Education technology funds

Reach Capital

Early-stage education and future-of-work venture firm active across K-12, higher education and workforce.

Original record and source trail

Confidence (seed): low · 2026-09-15

Active early-stage edtech investor; its published insights pages did not resolve at this research date so no dated 2026 activity is asserted.

Products: Early-stage education funds

Range Ventures

Denver-based early-stage venture firm; led the seed round of the sector's fastest-scaling AI-native K-12 vendor.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Led MagicSchool AI's $2.4m seed round, which preceded the company reaching roughly 8 million registered educators on ~$63m total raised.

Products: Seed-stage funds

US Department of Education

Federal department administering Title IV student aid, Workforce Pell approvals and federal education grant programmes.

Original record and source trail

Confidence (seed): high · 2026-09-15

Approved Workforce Pell programmes in Iowa (2026-08-04), Indiana (2026-08-19) and Nebraska (2026-09-14), totalling five programmes across three states. Published literacy grant totals on 2026-09-09 including ~$500m across 49 EIR grants and $256m in CLSD awards to 24 states.

Products: Federal Pell Grant, Workforce Pell, EIR, CLSD, SEED, TQP and IAL grant programmes

National Center for Education Statistics (NCES)

The primary US federal statistical agency for education, operating IPEDS, NAEP and the School Pulse Panel.

Original record and source trail

Confidence (seed): high · 2026-09-15

Its Condition of Education undergraduate enrolment projection (+9% to 16.8m by 2031) dates from May 2023 and now conflicts with WICHE's 2024 demographic projections. School Pulse Panel's most recent collection retrieved was February 2024.

Products: IPEDS, NAEP, School Pulse Panel, Digest of Education Statistics, Condition of Education

US Bureau of Labor Statistics

The US federal labour statistics agency, producing the Current Population Survey, JOLTS, Employment Projections and the Occupational Outlook Handbook.

Original record and source trail

Confidence (seed): high · 2026-09-15

Released 2025-2035 Employment Projections on 2026-08-27 showing total employment growth of only 3.5% against 10.9% in 2015-25, with explicit generative-AI attribution for declines in office, administrative support, arts and design occupations. August 2026 Employment Situation (2026-09-04) showed 4.1% unemployment, +162,000 payrolls and +42,000 local government education jobs.

Products: CPS, JOLTS, Employment Projections, Occupational Outlook Handbook

Federal Reserve Bank of New York

Publishes the Labor Market for Recent College Graduates series, the single most decision-relevant public dataset on graduate employment outcomes.

Original record and source trail

Confidence (seed): high · 2026-09-15

2026:Q2 data show recent-graduate unemployment at about 5.6% and underemployment edging up to 42%. Unemployment and underemployment update quarterly in February, May, August and November; wages and outcomes by major update annually in February.

Products: Labor Market for Recent College Graduates dashboard, Outcomes by college major tables

Stanford Digital Economy Lab

Research centre producing the principal empirical work on AI's effects on employment using high-frequency administrative payroll data.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published a revised version of Canaries in the Coal Mine? on 2026-08-12 finding 22-25-year-olds in AI-exposed occupations 19% below a less-exposed-peer counterfactual, operating through reduced hiring; the authors explicitly describe the results as descriptive rather than causal.

Products: Canaries in the Coal Mine? research programme

WICHE (Western Interstate Commission for Higher Education)

Interstate compact producing Knocking at the College Door, the authoritative projection of US high-school graduate numbers.

Original record and source trail

Confidence (seed): high · 2026-09-15

The 11th edition (2024) fixes the US high-school graduate peak at 2025 with a 13% decline through 2041 and declines in 38 states.

Products: Knocking at the College Door

National Student Clearinghouse Research Center

Non-profit research centre producing near-census US postsecondary enrolment, transfer and completion estimates well ahead of federal IPEDS releases.

Original record and source trail

Confidence (seed): high · 2026-09-15

Spring 2025 estimates (2025-05-22): total enrolment +3.2% (+562,000); undergraduate +3.5% to 15.3m but still -2.4% versus pre-pandemic; community colleges +5.4% (+288,000); certificates +4.8% and 20% above 2020. Fall 2025 and Spring 2026 reports were not retrievable at this research date.

Products: Current Term Enrollment Estimates, Transfer and Progress, Completions

Institute of International Education (IIE)

Publisher of Open Doors, the authoritative annual census of international students in the United States, produced with State Department support.

Original record and source trail

Confidence (seed): high · 2026-09-15

Open Doors released 2025-11-17 for AY 2024/25: 1,177,766 total international students (+5%), but new enrolments down 7% to 277,118 and OPT up 21% to 294,253. India 363,019 (+10%); China 265,919 (-4%).

Products: Open Doors Report

Office for Students (England)

The independent regulator of higher education in England, with statutory responsibility for monitoring provider financial sustainability.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Published Financial sustainability of higher education providers in England 2026 on 2026-05-14. Detailed findings are within a PDF that could not be retrieved at this research date; publication date confirmed from page metadata only.

Products: Financial sustainability reports, Register of English HE providers, National Student Survey

Eurostat

The statistical office of the European Union, publishing comparable educational attainment data across member states.

Original record and source trail

Confidence (seed): high · 2026-09-15

2025 reference data (extracted April 2026): 44.8% of EU 25-34-year-olds hold tertiary education against a 45% target for 2030; women 50.6% versus men 39.3%; Ireland, Luxembourg, Lithuania and Cyprus at 60%+ and Romania below 25%; 85.7% of 20-24-year-olds hold at least upper secondary education.

Products: Educational attainment statistics, EU-LFS

UK Home Office

UK government department publishing sponsored study visa statistics, the key regulator of UK international student inflows.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Published immigration system statistics for the year ending June 2026 on 2026-08-27. Study visa detail pages did not resolve at this research date, so no UK study-visa figure is asserted in this dossier.

Products: Immigration system statistics

Gallup

Survey research organisation maintaining the longest continuous US series on public confidence in education and on teacher working conditions.

Original record and source trail

Confidence (seed): high · 2026-09-15

Reported the share saying college is very important falling to 35% in 2025 from 51% in 2019 and 75% in 2010 (2025-09-11); a record-low 35% satisfied with K-12 quality (2025-09-16); and teacher burnout of 36-57% depending on professional growth satisfaction (2025-09-23).

Products: Gallup poll series, Gallup-Lumina State of Higher Education, Gallup teacher surveys

Pew Research Center

Non-partisan survey research organisation producing the principal nationally representative data on teen AI use and public expectations of AI and jobs.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published How Teens Use and View AI on 2026-02-24 (n=1,458 teens): 64% use chatbots, 54% for schoolwork, 59% believe peers cheat with AI at least sometimes. Published young-adult AI job concern on 2026-08-18 (n=3,488): 73% of under-30s expect AI to reduce jobs, up from 61% in 2024.

Products: Pew American Trends Panel, Teens and technology surveys

SHEEO (State Higher Education Executive Officers Association)

Association of state higher education executives, and the main research source on US college closures and their effect on students.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Its College Closures project studied July 2004-June 2020 and found over 100,000 students experienced abrupt campus closure. It cites a Chronicle analysis of an average 20 campuses closing monthly over five years, affecting around 500,000 students. Both figures are pre-2021; no current closure series was available.

Products: College Closures project, State Higher Education Finance report

1EdTech Consortium

Standards body for education interoperability, maintaining LTI, Caliper Analytics and the Comprehensive Learner Record - the specifications that determine integration cost and credential portability.

Original record and source trail

Confidence (seed): low · 2026-09-15

Its Comprehensive Learner Record and Open Badges specifications are the technical precondition for portable sub-degree credentials of the kind Workforce Pell now finances. No dated 2026 activity verified.

Products: LTI, Caliper Analytics, Comprehensive Learner Record, Open Badges

Erik Brynjolfsson

Director of the Stanford Digital Economy Lab and lead author of the principal empirical study of AI's effect on entry-level employment.

Original record and source trail

Confidence (seed): high · 2026-09-15

Co-authored the revised 2026-08-12 analysis finding 22-25-year-olds in AI-exposed occupations 19% below counterfactual via reduced hiring, and explicitly framed the results as descriptive rather than causal - a caveat routinely stripped out in secondary coverage.

Products: Canaries in the Coal Mine? (with Bharat Chandar and Ruyu Chen)

Linda McMahon

US Secretary of Education, the official approving Workforce Pell programme eligibility jointly with state governors.

Original record and source trail

Confidence (seed): high · 2026-09-15

Named as Secretary of Education in Department releases of 2026-09-10 and 2026-09-14. Her office approved Workforce Pell programmes in Iowa, Indiana and Nebraska between 2026-08-04 and 2026-09-14 - five programmes in three states in the first ten weeks of the programme.

Products: Workforce Pell approvals, Federal education grant programmes

Dan Rosensweig

Chief Executive Officer of Chegg, managing the sector's most complete case of generative AI substituting for a paid consumer product.

Original record and source trail

Confidence (seed): high · 2026-09-15

Stated in the Q2 2026 results (2026-08-06) that the goal remains to return Chegg to growth with high margins and strong free cash flow, while the company rearchitects to be AI-first - against revenue down 51% y/y and Q3 guidance of $43-44m.

Products: Chegg Study Pack, Chegg Skilling

Luis von Ahn

Co-founder and Chief Executive Officer of Duolingo, the consumer learning company whose engagement metrics accelerated through 2026.

Original record and source trail

Confidence (seed): high · 2026-09-15

Stated in the Q2 2026 results that DAU growth of 23% year over year represented an acceleration from Q1 2026.

Products: Duolingo, Duolingo Max

LVMH Moet Hennessy Louis Vuitton

The largest luxury group by revenue, operating 75-plus maisons across wines and spirits, fashion and leather goods, perfumes and cosmetics, watches and jewelry, and selective retailing.

Original record and source trail

Confidence (seed): high · 2026-09-15

H1 2026 revenue EUR38.6bn, +2% organic and -3% reported, with recurring profit down 4% to EUR8,691m at a 22.5% margin. Agreed on 2026-01-19 to sell DFS Greater China to China Tourism Group Duty Free and on 2026-05-14 to sell Marc Jacobs to WHP Global with G-III.

Products: Louis Vuitton, Dior, Tiffany & Co., Sephora, Hennessy, Bulgari

Hermes International

Family-controlled luxury house built on supply-constrained leather goods, with the highest disclosed operating margin in the sector.

Original record and source trail

Confidence (seed): high · 2026-09-15

H1 2026 revenue EUR8,163m, +6.1% at constant rates, recurring operating income EUR3,351m at a 41.0% margin; Asia excluding Japan grew only 2.4% while the Americas grew 15.3%.

Products: Birkin and Kelly leather goods, Silk carres, Ready-to-wear, Watches

Kering

Luxury group whose portfolio is anchored by Gucci, Saint Laurent, Bottega Veneta and Balenciaga, and which owns Kering Eyewear and a beauty division.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Granted L'Oreal a 50-year exclusive worldwide licence for Gucci beauty on 2026-07-07, effective 2027-07-01, after terminating the Coty licence early and implementing a Kering-L'Oreal accord of 2025-10-19. Kering's own 2026 results could not be retrieved: kering.com was blocked to automated fetching throughout this research.

Products: Gucci, Saint Laurent, Bottega Veneta, Balenciaga, Kering Eyewear

Compagnie Financiere Richemont SA

Swiss luxury group and the largest owner of hard-luxury maisons, reporting a fiscal year to 31 March. Its jewellery and watch divisions have diverged sharply in profitability.

Original record and source trail

Confidence (seed): high · 2026-09-15

FY2026 (to 31 March 2026) sales EUR22.42bn, +11% at constant rates, operating profit EUR4.492bn at 20.0%; Jewellery Maisons +14% at a 30.5% margin against Specialist Watchmakers +1% at 3.4%. Q1 FY2027 sales EUR6.329bn, +20% at constant rates, with China, Hong Kong and Macau returning to double-digit growth.

Products: Cartier, Van Cleef & Arpels, Vacheron Constantin, Jaeger-LeCoultre, A. Lange & Soehne, IWC

L'Oreal

The largest beauty group worldwide, organised into Professional Products, Consumer Products, L'Oreal Luxe and Dermatological Beauty.

Original record and source trail

Confidence (seed): high · 2026-09-15

H1 2026 sales EUR23,776m, +6.8% like-for-like, operating margin 21.3%. Dermatological Beauty +11.3% and Professional Products +12.6% outgrew Luxe at +5.4%. Signed a 50-year Gucci beauty licence with Kering on 2026-07-07 and acquired a majority stake in Indian online beauty group Innovist on 2026-06-18.

Products: CeraVe, La Roche-Posay, Lancome, Kerastase, Maybelline, SkinCeuticals

The Estee Lauder Companies Inc.

Prestige-only beauty group with a June fiscal year end, recovering from a multi-year downturn through the Profit Recovery and Growth Plan.

Original record and source trail

Confidence (seed): high · 2026-09-15

Fiscal 2026 net sales $15.049bn, +5% reported and +3% organic, with mainland China +9% organic and fragrance +10%. Adjusted operating margin 11.2%, up 320bp; PRGP delivered $1.2bn of gross benefits and 10,000 position reductions. Announced a portfolio-wide generative engine optimisation partnership with Profound on 2026-09-14.

Products: Estee Lauder, Clinique, M.A.C, La Mer, TOM FORD Beauty, Jo Malone London

e.l.f. Beauty, Inc.

Value-priced colour cosmetics and skin care company that has been the fastest-growing large listed beauty business in the US, and the acquirer of rhode.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q1 fiscal 2027 (quarter to June 2026) net sales $479.4m, +36%, a thirtieth consecutive quarter of growth; gross margin 83% including roughly 1,050bp from IEEPA tariff refunds; full-year guidance raised to 18-20% growth. Recorded a $16.1m fair-value adjustment on rhode contingent consideration on revenue outperformance.

Products: e.l.f. Cosmetics, e.l.f. SKIN, Naturium, Keys Soulcare, rhode

Coty Inc.

Beauty group split between Prestige fragrance licences and Consumer Beauty, historically the licensee of Gucci beauty.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Lost the Gucci beauty licence to L'Oreal following Kering's early termination, announced 2026-07-07 with effect from 2027-07-01. Coty's own fiscal 2026 results could not be retrieved: its investor site rendered only as a JavaScript shell to automated fetching.

Products: Gucci Beauty (licence ending), Burberry Beauty, Rimmel, CoverGirl, Marc Jacobs Fragrances

NIKE, Inc.

The largest sportswear company by revenue, with a May fiscal year end, running a multi-year reset of its direct and wholesale channels.

Original record and source trail

Confidence (seed): high · 2026-09-15

Fiscal 2026 revenue $46.4bn, flat reported and -2% currency-neutral; NIKE Direct -6% reported and -8% currency-neutral; Converse Q4 -32%. Q4 gross margin rose 890bp to 49.2% driven by a $986m IEEPA tariff recovery worth about 900bp and $0.52 of the $0.72 quarterly EPS. Declines in Greater China and EMEA.

Products: Nike, Jordan Brand, Converse

adidas AG

German sportswear group and the clear share gainer of the 2026 cycle, growing at double digits in every major market.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026 revenue EUR6,743m, +14% currency-neutral, with North America +17% and Greater China +15%; DTC +25%. Raised full-year currency-neutral growth guidance to 9-10% with operating profit around EUR2.3bn, while excluding potential US tariff refunds of US$250-300m from that guidance.

Products: adidas Originals, adidas Performance, Terrace footwear, World Cup federation kit

PUMA SE

Third-largest Western sportswear brand, currently in a significant volume and profitability decline.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026 sales EUR1,690.6m, -9.4% currency-adjusted, with North America -16.7% and wholesale -14.0%; net loss EUR72.8m. Full-year EBIT guided to between -EUR50m and -EUR150m. Received EUR15.4m of tariff refunds in Q2 with EUR33.8m of further applications received in July.

Products: PUMA footwear, PUMA apparel, Speedcat, Football boots

lululemon athletica inc.

Premium technical activewear brand that defined the athleisure price point and is now guiding to an annual revenue decline.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 fiscal 2026 net revenue $2.415bn, -4%, with total comparable sales -9% and Americas comparable sales -12%. Gross margin rose 200bp to 60.5% only because of $134.5m of tariff refunds worth 560bp. Full-year revenue guided to $10.35-10.50bn, a 5-7% decline. Entered a cooperation agreement with founder Chip Wilson on 2026-05-27.

Products: Align, ABC, Technical running and training apparel

H&M Group (H & M Hennes & Mauritz AB)

Second-largest listed fast-fashion group, with a December-November fiscal year, rebuilding margin through sourcing while shrinking its store estate.

Original record and source trail

Confidence (seed): high · 2026-09-15

Half-year to 31 May 2026: net sales SEK 104,435m, -1% in local currencies; Q2 gross margin 56.6% versus 55.4%; H1 operating margin excluding one-offs 7.8% versus 6.4%. Store estate 4,038 versus 4,166, with roughly 170 net closures planned for 2026 and SEK 679m of Q2 restructuring costs.

Products: H&M, COS, ARKET, & Other Stories, Weekday

Industria de Diseno Textil, S.A. (Inditex)

The largest listed fast-fashion group, owner of Zara and the benchmark for short-lead-time integrated sourcing.

Original record and source trail

Confidence (seed): low · 2026-09-15

Inditex's 2026 half-year results could not be retrieved for this dossier: inditex.com returned robots.txt failures to every automated fetch attempted. This is recorded as a priority data gap for re-run, because Inditex is the largest single company in the fast-fashion subindustry.

Products: Zara, Massimo Dutti, Bershka, Pull&Bear, Stradivarius

Zalando SE

Europe's largest fashion online platform, now split between a B2C marketplace and a B2B logistics and software arm, and the most transparent disclosed user of generative AI in fashion commerce.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026 GMV EUR4,915m (+20.7%) and revenue EUR3,424m (+20.8%), adjusted EBIT EUR204.8m, active customers 62.5m (+18.3%). SCAYLE STUDIOS reached 100-plus brands in 2.5 months with content production time down more than 95% and cost down around 90%; Zalando Assistant recorded a 63% rise in high-value interactions in the first half.

Products: Zalando marketplace, ZEOS, SCAYLE, SCAYLE STUDIOS, Zalando Assistant, About You

Fast Retailing Co., Ltd.

Japanese operator of UNIQLO and GU and the largest Asian apparel group, competing on fabric technology and long-life basics rather than trend velocity.

Original record and source trail

Confidence (seed): low · 2026-09-15

Not retrieved in this research. Included as a structurally important comparator for the mass-fashion subindustry; its 2026 disclosures are a priority for re-run.

Products: UNIQLO, GU, Theory

ThredUp Inc.

Listed managed online resale marketplace that takes physical custody of secondhand apparel and also operates Resale-as-a-Service for brands.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026 record revenue $90.8m (+17%) at a 79.9% gross margin with 1.77m active buyers (+21%), but a net loss of $5.9m and only $4.8m of adjusted EBITDA. Guidance for the second half was cut to reflect weakness among price-sensitive buyers.

Products: ThredUp marketplace, Resale-as-a-Service, Clean Out Kit

The RealReal, Inc.

Listed luxury consignment marketplace with authentication operations, the main US competitor in authenticated secondhand luxury.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Held its 2026 annual meeting on 2026-06-10, at which three management governance proposals failed to reach the required supermajority. Its Q2 2026 results could not be retrieved: the investor site rendered only as a JavaScript shell and no corresponding 8-K was located in EDGAR for July-September 2026.

Products: The RealReal marketplace, Authentication services, Luxury consignment

Vinted

Europe's largest secondhand fashion marketplace and the only resale platform of scale that discloses a net profit. Peer-to-peer model in which sellers photograph, list and ship, with a logistics arm and a payments product.

Original record and source trail

Confidence (seed): high · 2026-09-15

2025 GMV EUR10.8bn (+47%), revenue EUR1.1bn (+38%), net profit EUR62m (-19%), adjusted EBITDA EUR151m (-5%), free cash flow EUR137m (+36%). Added Latvia, Estonia and Slovenia in 2025 and launched in Australia on 2026-07-01.

Products: Vinted marketplace, Vinted Go, Vinted Pay, Vinted Ads

Shein

Ultra-fast-fashion platform built on on-demand small-batch manufacturing and direct-to-consumer parcel export, the primary target of de minimis reform and of France's new advertising law.

Original record and source trail

Confidence (seed): low · 2026-09-15

Opened a European logistics hub in Wroclaw, Poland on 2025-12-22, taking total Polish jobs created to 5,000. Participated in the US CBP Section 321 data pilot and affirmed cooperation with the EU Consumer Protection Cooperation network on 2025-02-06. No financial disclosure exists, so its exposure to de minimis closure cannot be measured directly.

Products: Shein marketplace, On-demand apparel manufacturing

Vestiaire Collective

European peer-to-peer luxury resale marketplace with authentication, notable for banning fast-fashion brands from its platform.

Original record and source trail

Confidence (seed): low · 2026-09-15

No 2026 financial disclosure retrieved. Included as the principal European authenticated-luxury resale comparator to Vinted and The RealReal.

Products: Vestiaire Collective marketplace, Authentication service

Profound

AI marketing platform that measures and influences how brands are represented and recommended inside generative AI answer engines.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Announced on 2026-09-14 as The Estee Lauder Companies' partner for portfolio-wide generative engine optimisation across 20-plus brands and approximately 150 countries and territories - its first disclosed prestige-beauty deployment at portfolio scale.

Products: AI visibility analytics, Generative engine optimisation

Nomagic

Robotic picking company supplying AI-driven pick-and-place systems to e-commerce fulfilment operations.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Named by Zalando in its Q1 2026 results as the partner behind an AI-driven robot deployment across its pan-European fulfilment network that automates 2m picks per month.

Products: Robotic picking cells, AI grasping software

rhode

Founder-led skin care and lip-care brand acquired by e.l.f. Beauty, structured with a revenue-linked earnout.

Original record and source trail

Confidence (seed): high · 2026-09-15

e.l.f. Beauty recorded a $16.1m fair-value adjustment on rhode contingent consideration in Q1 fiscal 2027, driven by rhode revenue outperforming earnout thresholds.

Products: Peptide Lip Treatment, Glazing Milk, Barrier Butter

WHP Global

Brand-acquisition and licensing platform that buys consumer brands and monetises them through operating partners and licensees.

Original record and source trail

Confidence (seed): high · 2026-09-15

Agreed on 2026-05-14 to acquire Marc Jacobs from LVMH with G-III Apparel Group as co-owner and operator, a transaction stated to take WHP Global's combined global retail sales above $9.5bn, expected to close before end-2026.

Products: Vera Wang, rag & bone, G-STAR, Marc Jacobs (pending)

G-III Apparel Group, Ltd.

Listed apparel designer and wholesaler that operates owned and licensed brands across outerwear, sportswear and dresses.

Original record and source trail

Confidence (seed): high · 2026-09-15

Joining WHP Global as co-owner of Marc Jacobs and operator of certain direct-to-consumer and wholesale segments under the agreement announced 2026-05-14.

Products: DKNY, Karl Lagerfeld, Donna Karan, Marc Jacobs operations (pending)

China Tourism Group Duty Free Corporation

State-linked Chinese travel-retail operator and the largest duty-free business in China, now consolidating Greater China luxury travel retail.

Original record and source trail

Confidence (seed): high · 2026-09-15

Agreed on 2026-01-19, through its wholly owned subsidiary China Duty Free International Limited, to acquire DFS's Hong Kong and Macau travel-retail stores and the DFS brands and intellectual property for exclusive use in Greater China from LVMH and the Miller Family.

Products: Duty-free stores, Hainan offshore duty free, CDF

European Commission - DG Environment

The Commission directorate responsible for the EU Strategy for Sustainable and Circular Textiles, the Waste Framework Directive and textile extended producer responsibility.

Original record and source trail

Confidence (seed): high · 2026-09-15

Directive (EU) 2025/1892 amending the Waste Framework Directive for textiles was adopted 2025-09-10, published 2025-09-26 and entered into force 2025-10-16, requiring Member States to establish textile EPR schemes by 17 April 2028.

Products: Waste Framework Directive, EU Strategy for Sustainable and Circular Textiles

European Commission - DG GROW / ESPR framework

Owner of the Ecodesign for Sustainable Products Regulation, which carries the unsold-goods destruction ban and the Digital Product Passport.

Original record and source trail

Confidence (seed): high · 2026-09-15

Regulation (EU) 2024/1781 entered into force 18 July 2024, prohibits destruction of unsold apparel, clothing accessories and footwear with a six-year deferral for medium-sized enterprises and an exemption for micro and small enterprises, and names textiles among the first working plan's priority product groups. No textile-specific delegated act was verified as adopted at this research date.

Products: ESPR, Digital Product Passport, ESPR working plan

U.S. Food and Drug Administration - Office of Cosmetics and Colors

The US regulator for cosmetics, implementing the Modernization of Cosmetics Regulation Act of 2022.

Original record and source trail

Confidence (seed): high · 2026-09-15

Page content current as of 2026-08-10. Serious adverse events must be reported within 15 business days and facility registrations renewed every two years. The talc asbestos testing rule proposed in December 2024 was withdrawn in November 2025; the PFAS in cosmetics report was published 2025-12-29. GMP and fragrance-allergen rulemaking remain outstanding.

Products: Facility registration and product listing, Adverse event reporting, Safety substantiation, GMP rulemaking

U.S. Bureau of Labor Statistics

Producer of the Consumer Price Index, the authoritative measure of US apparel, footwear and personal-care price change.

Original record and source trail

Confidence (seed): high · 2026-09-15

The August 2026 CPI (USDL-26-1496, released 2026-09-11) showed apparel +3.6% and footwear +3.6% over twelve months and personal care +3.8%, against all items +3.4% and core CPI +2.4%.

Products: Consumer Price Index, CPI detailed expenditure tables

USDA Economic Research Service

US government research agency publishing the monthly Cotton and Wool Outlook, the primary public source for cotton supply, demand and price forecasts and for US cotton-product import shares.

Original record and source trail

Confidence (seed): high · 2026-09-15

The August 2026 outlook (CWS-26h, 2026-08-14) forecast the 2026/27 US upland farm price at 75 cents per pound against 61.5 cents, world ending stocks at a 2011/12 low, and US cotton product imports down 6% in January-June 2026 with China's share at 20% and Bangladesh's at 12.5%.

Products: Cotton and Wool Outlook, Cotton and Wool Outlook tables

Assemblee nationale / Government of France

The French legislature, author of Loi n. 2026-602 restricting ultra-fast fashion, the first national statute of its kind in a major market.

Original record and source trail

Confidence (seed): high · 2026-09-15

Loi n. 2026-602 was promulgated 2026-07-08 and published in the Journal Officiel 2026-07-09 after adoption by the National Assembly on 2026-06-24 and the Senate on 2026-06-29. Thresholds and penalty amounts are deferred to decrees in the Conseil d'Etat and were not published at this research date.

Products: Loi n. 2026-602 du 8 juillet 2026, Eco-contribution modulation, Advertising prohibition

Refashion

The French eco-organisme accredited to run the textile, household linen and footwear extended producer responsibility scheme - the longest-running textile EPR scheme in Europe and the operational template for the EU-wide obligation.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Operates the national scheme that the EU's Directive (EU) 2025/1892 generalises across all Member States by 17 April 2028. Its eco-modulation scales are the practical reference point for how EU-wide fee modulation is likely to be constructed.

Products: Eco-contribution collection, Collection and sorting network funding, Eco-modulation scales

EURATEX - European Apparel and Textile Confederation

The trade body representing the European textile and clothing industry to EU institutions, and the main industry counterparty on EPR, ESPR and trade files.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Active counterparty on the textile EPR directive, the ESPR textile delegated acts and EU low-value import reform. Its statistical outputs are a monitorable secondary source for EU textile trade and employment.

Products: Policy positions, EU textile industry statistics

Federation of the Swiss Watch Industry (FH)

The Swiss watch industry association and publisher of the monthly Swiss watch export statistics, the sector's best independent demand series for hard luxury by destination market.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Its 2026 statistics could not be retrieved for this dossier: fhs.swiss returned robots.txt failures to automated fetching, leaving the watch-cycle reversal corroborated only by issuer disclosure. Priority source to license or access manually in Phase 2.

Products: Monthly Swiss watch export statistics, Market and price-point breakdowns

Bernard Arnault

Chairman and Chief Executive Officer of LVMH, the dominant figure in the consolidation of European luxury over three decades.

Original record and source trail

Confidence (seed): high · 2026-09-15

Quoted in the 2026-05-14 announcement of the sale of Marc Jacobs to WHP Global, describing Marc Jacobs as a designer of rare creativity and expressing confidence the transition would create new avenues of opportunity - a notably different posture from the group's acquisitive decades.

Products:

Thomas Plantenga

Chief Executive Officer of Vinted, the only resale platform of scale to disclose a net profit.

Original record and source trail

Confidence (seed): high · 2026-09-15

On publication of Vinted's 2025 results (2026-04-09) he framed the strategy as being the most cost-efficient, most reliable and easiest to use in order to make secondhand the primary choice - a cost-leadership rather than a sustainability framing.

Products:

Tarang Amin

Chairman and Chief Executive Officer of e.l.f. Beauty, which has delivered thirty consecutive quarters of net sales growth.

Original record and source trail

Confidence (seed): high · 2026-09-15

Marked e.l.f.'s thirtieth consecutive quarter of net sales growth with the Q1 fiscal 2027 results on 2026-08-05, alongside a raise of full-year guidance to 18-20% growth.

Products:

Aude Gandon

Global Chief Digital and Marketing Officer of The Estee Lauder Companies, leading its move into generative engine optimisation.

Original record and source trail

Confidence (seed): high · 2026-09-15

Announced the portfolio-wide Profound partnership on 2026-09-14, saying the way people discover beauty is being rewritten in real time and that the company intends to shape that shift rather than react to it.

Products:

Universal Music Group N.V.

The largest recorded-music and music-publishing group, listed on Euronext Amsterdam. Its labels and Universal Music Publishing Group make it the largest single counterparty in every AI music licensing negotiation.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Announced a licensing agreement with Udio on 2025-10-29 following its June 2024 infringement suit against Uncharted Labs (1:24-cv-04777 SDNY). Universal Music Corp is a co-plaintiff in Concord Music Group et al v. Anthropic PBC (5:26-cv-00880, N.D. Cal., filed 2026-01-28). Not named as a partner in Suno's v6 launch of 2026-09-09.

Products: Recorded music labels, Universal Music Publishing Group, Merchandising and brand rights

Warner Music Group Corp.

The only major music group filing full quarterly reports with the SEC, making it the sector's most auditable window on major-label economics. Owns Warner Records, Atlantic and Warner Chappell Music.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q3 FY2026 (quarter to 2026-06-30): revenue $1,864m +10%, subscription streaming $758m +12.5%, adjusted OIBDA $433m, net income $200m. Disclosed $16m of digital revenue from copyright infringement settlements. Its catalogue-acquisition vehicle Beethoven Financing 1 LLC raised its credit facility from $500m to $750m on 2026-05-05. Named as a Suno v6 industry partner (2026-09-09) and signed with Udio on 2025-11-19.

Products: Recorded music labels, Warner Chappell Music publishing, Artist services and expanded rights

Sony Music Entertainment

The recorded-music arm of Sony Group, reported within Sony's Music segment rather than as a standalone issuer. Notably the only major that has neither settled with nor licensed to a generative music platform.

Original record and source trail

Confidence (seed): high · 2026-09-15

Filed Sony Music Entertainment et al v. Uncharted Labs, Inc. (1:26-cv-06120) in SDNY on 2026-07-20, with ALAMO Records and Arista Music as co-plaintiffs — after UMG and WMG had settled with Udio. Also a movant in In Re Motion To Compel AH Capital Management (4:25-mc-80194, N.D. Cal., 2025-07-15) alongside UMG and Capitol Records.

Products: Recorded music labels including Columbia, RCA, Arista, Sony Music Publishing

Spotify Technology S.A.

The largest music subscription service and the sector's dominant distribution counterparty, now also a major audiobook and podcast distributor.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026 (filed 2026-08-04): revenue EUR4.777bn +14%, premium revenue EUR4.331bn +15%, 300m premium subscribers, 777m MAU, gross margin 33%, operating income EUR655m, net income EUR545m. Ad-supported revenue grew only 1% to EUR446m while ad-supported MAU grew 14% to 494m. Reported paying over $11bn to the music industry in 2025 and nearly $70bn cumulatively.

Products: Spotify Premium, Spotify Free, Audiobooks in Premium, Spotify for Podcasters, AI DJ

Deezer SA

A mid-sized French streaming service, strategically important far beyond its scale because it is the only platform publishing systematic data on AI-generated uploads and streaming fraud, and because it now licenses its AI detection technology.

Original record and source trail

Confidence (seed): high · 2026-09-15

Disclosed on 2026-07-21 that AI-generated tracks exceeded 50% of daily uploads at peak in June 2026 (~90,000/day), tagged 13.4m AI tracks in 2025, that AI tracks take only 1-3% of streams, and that up to 85% of streams on them were fraudulent. H1 2026 results (2026-07-28): revenue EUR268.2m +0.4%, adjusted EBITDA EUR8.5m, net income EUR6.7m, free cash flow EUR37.4m. Now licensing its AI detector to Hungarian and Dutch collecting societies.

Products: Deezer Premium, Deezer for Business, AI music detector, White-label streaming (Winamp partnership)

Reservoir Media, Inc.

A listed independent music publisher and catalogue acquirer. The only public, quarterly, auditable window on catalogue acquisition pricing available to this sector.

Original record and source trail

Confidence (seed): high · 2026-09-15

FY2026 (to 2026-03-31): revenue $176m +11%, Music Publishing $117m +8%, Recorded Music and other $59m +13%, adjusted EBITDA $74m at 42% margin. Deployed ~$102m on catalogue in the year and ~$980m since inception at a stated 15.5x average entry multiple; net debt $430m; pipeline of 100+ targets valued above $1bn. Lists generative AI among its principal risk factors.

Products: Music publishing catalogue (150,000+ compositions), Recorded music masters (36,000+), Chrysalis Records

BMG Rights Management

A Bertelsmann-owned rights company combining publishing and recorded music under a single artist-services model, and an early mover in licensing catalogue to generative AI.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Announced a global partnership with Suno on 2026-08-12 and was named as one of three industry partners at Suno's v6 launch on 2026-09-09. Also appears as a listed party in the Concord Music Group v. Anthropic docket (5:26-cv-00880, N.D. Cal.).

Products: Music publishing catalogue, Recorded music, Neighbouring rights administration

Believe SA

A digital-first music company distributing independent artists and labels, owner of TuneCore. Now positioned as the distribution gateway for licensed AI-assisted music.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Announced a partnership with Suno on 2026-09-08 under which tracks made with Suno's industry-partner model become eligible for distribution through Believe and TuneCore to Spotify, Apple Music, Amazon Music and YouTube. Named as a Suno v6 industry partner on 2026-09-09.

Products: Believe artist services, TuneCore self-distribution, Label partnerships

Concord

An independent rights company with a large publishing catalogue, and the lead plaintiff in the principal music-publishing action against Anthropic.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Lead plaintiff in Concord Music Group, Inc. et al v. Anthropic PBC et al (5:26-cv-00880, N.D. Cal., filed 2026-01-28), which names Anthropic PBC together with Dario Amodei and Benjamin Mann as defendants, with Capitol CMG and Universal Music Corp as co-plaintiffs.

Products: Concord Music Publishing, Recorded music labels, Theatrical rights

WEBTOON Entertainment Inc.

The Naver-controlled global webtoon platform and the only Western-listed pure-play webtoon issuer, operating WEBTOON, LINE Manga and Wattpad.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q1 2026: revenue $320.9m, down 1.5% year over year (+0.2% constant currency); paid content $261.4m, advertising $39.7m, IP adaptations $19.8m (-22.8%); net loss $8.8m; adjusted EBITDA $9.5m at 3.0% margin; ~145m MAU. Q2 2026 guidance of 1.7-4.6% constant-currency growth at a 0.0-1.5% adjusted EBITDA margin.

Products: WEBTOON, LINE Manga, Wattpad, IP adaptation licensing

NAVER Corporation

Korea's largest internet platform and the controlling shareholder of WEBTOON Entertainment. Its Contents line is the principal Korean-language disclosure on webtoon performance.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026: group revenue KRW3,388.8bn +16.2%, operating profit KRW520.3bn -0.2% with margin down to 15.4% from 17.9%. Contents segment KRW464.3bn, up just 0.5% year over year. Company commentary frames Webtoon as needing to expand its user base through content expansion including new AI services.

Products: Naver Search and commerce, Naver Webtoon, Naver Cloud, Naver Pay

Kakao Corporation

Korean platform group whose Content segment contains both the Story business (webtoon and web novel, including Piccoma in Japan) and a large Music business — making it the single best natural experiment on whether webtoon and music are the same trend.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026: group revenue KRW2,098.5bn +9.4%, operating profit KRW277.0bn +35.9%. Content segment KRW868.2bn +0.7%, within which Story (webtoon and web novel including Piccoma) fell 15.8% to KRW210.7bn while Music grew 7.8% to KRW558.4bn and Media grew 5.2% to KRW99.1bn.

Products: KakaoTalk, KakaoPage, Piccoma, Kakao Entertainment music labels, Melon

The New York Times Company

The strongest-performing US news publisher on a subscription model, and lead plaintiff among news organisations in the consolidated OpenAI and Microsoft copyright MDL.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q1 2026: total revenue $712.2m (from $635.9m), digital-only subscription revenue $389.0m, advertising $126.8m, affiliate/licensing/other $68.5m. Recorded $4.2m of pre-tax litigation costs in the quarter in connection with lawsuits alleging unlawful and unauthorised copying and use of its journalism. Its suit against OpenAI and Microsoft is centralised in MDL 25-md-3143 before Judge Sidney H. Stein.

Products: The New York Times, The Athletic, Wirecutter, Games and Cooking

USA TODAY Co., Inc. (formerly Gannett Co., Inc.)

The largest US local-news group by title count, renamed from Gannett Co., Inc. and now trading as TDAY. Its filings are the clearest picture of local-news economics and, notably, contain no AI disclosure at all.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q1 2026: total revenue $548.5m, down 4.0%; print circulation revenue $131.2m, down 12.0%; print advertising $108.4m (from $122.6m); digital revenue $261.9m, up 4.6%; net income $19.9m against a prior-year loss. The 10-Q contains no disclosure of AI search referral impact, AI content licensing or Google AI Overviews.

Products: USA TODAY, USA TODAY Network local titles, LocaliQ digital marketing

Penguin Random House

The largest trade book publisher in the world, owned by Bertelsmann. Central to the author-side economics of AI settlements because settlement proceeds reach authors through publisher contracts.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Publishes a dedicated Bartz v. Anthropic Copyright Settlement FAQ for its authors, indicating that settlement proceeds are mediated through publisher-author contract splits rather than paid directly to writers. Filed an amended complaint on 2026-08-06 in Penguin Random House v. Robbins challenging Iowa's book-banning law.

Products: Trade hardback and paperback imprints, Audiobooks, Children's publishing

News Corp

Owner of HarperCollins, Dow Jones, the New York Post and News UK — the clearest example of a group holding both book and news publishing assets, and therefore of the merged sector's internal logic.

Original record and source trail

Confidence (seed): low · 2026-09-15

Corporate filings are accessible via SEC EDGAR (CIK 0001564708) but newscorp.com was unreachable through this session's proxy, so 2026 segment results and the terms of its reported AI content agreements could not be verified from a primary source. Recorded in data gaps.

Products: HarperCollins Publishers, The Wall Street Journal, Dow Jones, The Times and The Sun, realtor.com

Suno, Inc.

The leading text-to-music generation platform, simultaneously a defendant in multiple copyright actions and the signatory of the sector's most significant licensing agreements.

Original record and source trail

Confidence (seed): high · 2026-09-15

Partnered with Warner Music Group (2025-11-25), BMG (2026-08-12) and Believe/TuneCore (2026-09-08). Launched v6 on 2026-09-09 as its first model 'developed with the music industry'. Introduced metered downloads on 2026-08-10 effective 2026-09-03 (free tier capped at 7 lifetime downloads). Remains a defendant in Round Hill Music LP et al v. Suno (3:26-cv-08507, N.D. Cal., 2026-08-17), S.A. Jamendo v. Suno (1:26-cv-12966, D. Mass., 2026-06-29) and others.

Products: Suno v6 music model, Suno Free, Pro, Premier and Premier Studio tiers

Uncharted Labs, Inc. (Udio)

Generative music platform, the first defendant to convert major-label litigation into licensing agreements, and the clearest case study in how incomplete those settlements are.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Announced agreements with Universal Music Group (2025-10-29) and Warner Music Group (2025-11-19). Has published nothing since November 2025. Was sued afresh by Sony Music Entertainment, ALAMO Records and Arista Music in SDNY (1:26-cv-06120) on 2026-07-20, establishing that the major-label settlements were bilateral and did not include Sony.

Products: Udio music generation platform

KLAY

An AI music company that IFPI identifies as the first to secure formal licensing agreements with all three major record labels before launch — the reference case for the licensed-model tier.

Original record and source trail

Confidence (seed): low · 2026-09-15

Cited by IFPI in its September 2026 EU policy report as evidence that market-led AI licensing is emerging without statutory intervention. The company's own primary materials could not be retrieved in this session; the claim rests on IFPI's characterisation and should be re-verified.

Products: Licensed generative music platform

Anthropic PBC

AI developer and the defendant in the largest copyright class settlement on record, which has effectively set the observable market price for pirated training data.

Original record and source trail

Confidence (seed): high · 2026-09-15

Bartz v. Anthropic PBC (3:24-cv-05417, N.D. Cal.) settled for $1.5bn covering ~500,000 books, with final approval on 2026-07-20, a 92.77% claims rate and an obligation to destroy the torrented source files. Faces further author classes filed in 2026 (Kwon et al 5:26-cv-04649; Shakespeare et al 4:26-cv-05931) and the Concord music-publishing action (5:26-cv-00880, filed 2026-01-28) which names two officers personally.

Products: Claude model family

OpenAI

Defendant, with Microsoft, in the consolidated copyright MDL brought by authors and news organisations — the case whose summary-judgment ruling is the sector's single most important near-term catalyst.

Original record and source trail

Confidence (seed): high · 2026-09-15

Plaintiffs including the Authors Guild, David Baldacci, Michael Connelly, Jonathan Franzen, John Grisham, George R.R. Martin, Jodi Picoult and Stacy Schiff moved for summary judgment on 2026-09-04 in MDL No. 25-md-3143 before Judge Sidney H. Stein, SDNY. Opposition briefs due early October 2026, replies early November 2026. Also a defendant in Richner Communications et al v. Microsoft et al (1:26-cv-05320, SDNY, 2026-06-24).

Products: ChatGPT, GPT model family, ChatGPT Search

Google LLC

Simultaneously the mechanism of news publishing's referral collapse through AI Overviews and a defendant in a 2026 class action over Gemini training data.

Original record and source trail

Confidence (seed): high · 2026-09-15

AAP member publishers and authors filed a class action on 2026-07-10 alleging wilful copyright infringement to develop Gemini, citing internal Google material weighing '$10Bs-$100Bs in potential fines'. Pew's study of AI summaries quantifies the referral effect of AI Overviews on publisher traffic.

Products: Google Search and AI Overviews, Gemini model family, Google Books

Bond Capital

Growth investor that led the largest disclosed funding round in generative music.

Original record and source trail

Confidence (seed): high · 2026-09-15

Led Suno's $400m+ Series D at a $5.4bn valuation announced 2026-06-03, alongside IVP, Forerunner, Union Square Ventures, Alkeon, Quiet, Matrix, Lightspeed, Menlo Ventures and Schroders Capital.

Products: Growth-stage venture investment

United States Copyright Office

The US copyright registrar and the principal policy voice on AI and copyright, whose registration records now determine eligibility for AI settlement compensation.

Original record and source trail

Confidence (seed): high · 2026-09-15

FY2025: 510,003 claims received, 415,780 registrations issued, $40.6m fee receipts, 12,310 documents recorded covering 5,704,306 works. Part 2 (January 2025) concluded prompts alone do not confer authorship and recommended no legislative change. Part 3 on generative AI training remains a pre-publication draft from May 2025. The D.C. Circuit unanimously upheld the human-authorship requirement in Thaler v. Perlmutter.

Products: Copyright registration and recordation, Copyright and Artificial Intelligence report series, Policy studies for Congress

Copyright Royalty Board

The three-judge panel that sets US statutory rates for mechanical reproduction and the digital performance of sound recordings, and therefore fixes a large share of the sector's revenue arithmetic.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Announced final rules on 2026-03-13 for the digital performance of sound recordings covering 1 January 2026 to 31 December 2030, including rates for noncommercial educational webcasters, the Educational Media Foundation, commercial broadcasters, public radio and new subscription services.

Products: Phonorecords rate proceedings, Webcasting and digital performance rate determinations

European Commission — DG CNECT and the AI Office

The body administering the EU AI Act's general-purpose AI obligations, including the only operative training-data transparency instrument anywhere in the world.

Original record and source trail

Confidence (seed): high · 2026-09-15

Received the final GPAI Code of Practice on 2025-07-10 with adequacy decisions on 2025-08-01; AI Act rules on GPAI providers took effect 2025-08-02. The Article 53(1)(d) training-data summary template was adopted in July 2025 after input from over 430 stakeholders. The Digital Omnibus on AI entered into force 2026-07-27 and deferred high-risk employment obligations to 2027-12-02.

Products: General-Purpose AI Code of Practice, Article 53(1)(d) training-data summary template, AI Act enforcement

UK Intellectual Property Office and DSIT

The UK bodies responsible for the copyright and AI consultation — and, at this research date, for the sector's most conspicuous example of regulatory-deadline slippage.

Original record and source trail

Confidence (seed): high · 2026-09-15

The consultation ran 2024-12-17 to 2025-02-25, covering transparency for AI developers, rightsholder control and compensation, computer-generated works and digital replicas. As of the page's 2026-03-19 revision the government was still 'analysing your feedback' with no outcome, no published response count and no named legislative vehicle — over a year after closure.

Products: Copyright and AI consultation, Copyright registration and IP policy

IFPI

The global recorded-music trade body, publisher of the Global Music Report and the sector's principal lobbying voice on AI and copyright in the EU.

Original record and source trail

Confidence (seed): high · 2026-09-15

Global Music Report 2026 (2026-03-18): global trade revenue $31.7bn in 2025, +6.4%, 837m paid subscribers, streaming 69.6% of income. Music in the EU Report (September 2026): EU revenue EUR6.0bn +5.1%, EU subscriber penetration 54%, EUR8.3bn global A&R and marketing investment. Explicitly opposes statutory remuneration, compulsory licensing and mandatory collective management for AI training, and proposes two-tier transparency plus 'AI-Generated' versus 'AI-Assisted' labelling.

Products: Global Music Report, Music in the EU Report, ISRC and GRid identifier systems, Anti-piracy enforcement

Recording Industry Association of America

The US recorded-music trade body and publisher of the authoritative US revenue series at both retail and wholesale value.

Original record and source trail

Confidence (seed): high · 2026-09-15

Mid-year 2026 report published 2026-09-01: approximately $6.0bn US recorded music revenue, up 6.9%, with growth across streaming, physical and sync and paid subscriptions above $3bn. Full-year 2025 wholesale revenue was a record $11.5bn (published 2026-03-16).

Products: Year-end and mid-year revenue reports, Gold and Platinum certification, Anti-piracy enforcement

Association of American Publishers

The US book-publishing trade body, publisher of the StatShot revenue series and the most active institutional participant in AI copyright litigation on the publishing side.

Original record and source trail

Confidence (seed): high · 2026-09-15

Calendar 2025 StatShot (2026-08-10): $33.4bn, +2.5%; trade $21.7bn. Welcomed final approval of the $1.5bn Bartz v. Anthropic settlement on 2026-07-20. Member publishers and authors filed a class action against Google over Gemini on 2026-07-10. Filed an amicus brief in In re Mosaic LLM Litigation on 2026-08-27.

Products: StatShot monthly and annual revenue reports, Copyright and AI advocacy, Amicus briefs

The Authors Guild

The principal US authors' organisation, a named plaintiff in the OpenAI MDL, and the source of the sector's most under-reported structural finding on copyright registration failure.

Original record and source trail

Confidence (seed): high · 2026-09-15

Filed for summary judgment with co-plaintiffs against OpenAI and Microsoft on 2026-09-04 in MDL 25-md-3143. Published a survey on 2026-08-20 of 500+ authors covering 1,400+ books across nearly 400 imprints finding that 804 of the 864 books with compliance data (about 93%) showed publisher failure to register copyright, affecting eligibility for the Anthropic settlement.

Products: Model publishing contract provisions, Human Authored certification mark, AI advocacy and surveys

News/Media Alliance

The US news-publishing trade body, operator of a collective AI licensing programme for members and an active participant in AI copyright litigation.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Filed in opposition to a summary-judgment motion in the Mosaic LLM litigation on 2026-08-28. Advocating for a federal Stealth Bot Prohibition Act and a New York Stealth Crawler Prohibition Act, neither enacted. Publishes no terms, revenue or participation figures for its AI Licensing Program — a material transparency gap for anyone assessing collective licensing.

Products: AI Licensing Program, AI Principles and Global AI Principles, Copyright Resource Center

Pew Research Center

Independent, non-advocacy research organisation and the source of the only Tier A quantification of how AI search summaries affect click-through to publishers.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published 2025-07-22: based on 68,879 searches by 900 US adults, users clicked a traditional result on 8% of visits with an AI summary against 15% without, clicked a source inside the AI summary on 1% of visits, and ended the session on 26% against 16% of visits.

Products: KnowledgePanel and American Trends Panel studies, Internet and technology research

Edison Research

The longest-running US audio measurement programme, producer of The Infinite Dial with SSRS — the reference series for podcast and online audio reach.

Original record and source trail

Confidence (seed): high · 2026-09-15

Infinite Dial 2026 published 2026-03-12, n=2,050 aged 12+, fielded January 2026: monthly podcast reach 58% (167m Americans), weekly 45% (130m), monthly online audio 81% (233m), weekly online audio 76% (219m); 57% have consumed both audio and video podcast formats.

Products: The Infinite Dial, Share of Ear, Podcast Metrics

Maria A. Pallante

President and Chief Executive Officer of the Association of American Publishers and a former Register of Copyrights, making her the most influential single voice on the publishing side of AI copyright policy.

Original record and source trail

Confidence (seed): high · 2026-09-15

On final approval of the $1.5bn Bartz v. Anthropic settlement (2026-07-20) argued that downloading from pirate sites should not be accepted as an efficiency and that fair use should not extend to training data, framing the industry position as 'partnerships, not piracy'.

Products:

Shira Perlmutter

Register of Copyrights and Director of the US Copyright Office, in whose name the Office's AI report series and its registration refusals have been litigated.

Original record and source trail

Confidence (seed): high · 2026-09-15

Named respondent in Thaler v. Perlmutter, in which the D.C. Circuit unanimously upheld the Office's refusal to register a wholly AI-generated image and affirmed the human-authorship requirement, and in the related Allen v. Perlmutter concerning works incorporating AI material without disclaimer.

Products:

Judge Sidney H. Stein

United States District Judge for the Southern District of New York, presiding over the consolidated OpenAI and Microsoft copyright MDL — the single most consequential pending decision in this sector.

Original record and source trail

Confidence (seed): high · 2026-09-15

Presiding over MDL No. 25-md-3143, centralised on 2025-04-03, consolidating author class actions with suits by The New York Times and other news companies. Plaintiffs moved for summary judgment on 2026-09-04; opposition briefs are due early October 2026 and replies early November 2026.

Products:

Alexis Lanternier

Chief Executive Officer of Deezer, the only streaming executive publishing systematic data on AI-generated uploads and streaming fraud.

Original record and source trail

Confidence (seed): high · 2026-09-15

Presented Deezer's H1 2026 results on 2026-07-28 (revenue EUR268.2m +0.4%, adjusted EBITDA EUR8.5m, net income EUR6.7m), stating that the Direct business continues to grow and profitability has become sustainable, alongside the commercialisation of Deezer's AI music detector.

Products:

Namsun Kim

Director of WEBTOON Entertainment, re-elected to a Class II term at the 2026 annual meeting — one of the few individually verifiable governance links between NAVER and the listed webtoon business.

Original record and source trail

Confidence (seed): high · 2026-09-15

Elected to a Class II directorship serving until 2029 at the WEBTOON Entertainment annual meeting held 2026-06-03, with 114.97m votes for and 12.15m withheld.

Products:

Bain Capital

Private capital firm partnered with Warner Music Group in the joint-venture vehicle through which WMG acquires music catalogue, and therefore one of the few institutional catalogue investors whose financing terms are visible in a public filing.

Original record and source trail

Confidence (seed): medium · 2026-09-15

The WMG-associated catalogue acquisition vehicle Beethoven Financing 1 LLC amended its credit agreement on 2026-05-05, raising aggregate lender commitments from $500m to $750m with a maximum advance threshold of $950m. Bank of America and Mizuho acceded as new lenders alongside Goldman Sachs, Fifth Third, Barclays and MUFG, with undrawn-commitment fees tiered at 20-30 basis points. Evidence that catalogue acquisition financing capacity expanded in 2026 even as entry multiples tightened.

Products: Private equity and private credit funds, Music catalogue joint venture with Warner Music Group

Delta Air Lines

Largest US network carrier by revenue and the first major airline to report premium cabin revenue exceeding main cabin revenue.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026: operating revenue $19.8bn GAAP; Premium Products revenue $6,920m (+17%) exceeded Main Cabin $6,851m (+8%); adjusted fuel $3.93/gal (+75%); loyalty and related revenue $1,344m (+19%); cargo $294m (+39%); FY2026 adjusted EPS guidance $6.50-$7.50.

Products: Delta One, Delta Premium Select, Main Cabin, SkyMiles, Delta Cargo

United Airlines Holdings

US network carrier with the largest international route system among US airlines; reports premium and Basic Economy revenue separately.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026: total operating revenue $17.7bn (+16.0%); premium revenue +16% versus Basic Economy +11%; fuel $4.19/gal (+79.4%); ASMs +3.5%; PRASM +12.5%; CASM-ex 13.12 cents (+6.1%); load factor 83.4%; cargo $527m (+22.6%).

Products: United Polaris, United Premium Plus, Basic Economy, MileagePlus, Starlink inflight connectivity

American Airlines Group

One of the three US legacy network carriers, with the largest domestic footprint by departures.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Exposed to the same 2026 conditions documented for peers: US domestic passenger volumes down 1.4% year on year in June 2026 and fuel costs up roughly 75-80%. Company-specific Q2 2026 figures were not retrieved for this dossier.

Products: Flagship First, Flagship Business, AAdvantage

Southwest Airlines

Largest US domestic carrier by passengers boarded, historically single-class and point-to-point, now introducing assigned and premium seating.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Most exposed of the large US carriers to the premium/economy divergence documented at Delta and United, because its traditional model lacks a premium cabin. Company-specific 2026 results not retrieved.

Products: Assigned seating, Extra legroom seating, Rapid Rewards

Marriott International

Largest hotel company by rooms, operating an asset-light franchise and management model across roughly 30 brands.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026: worldwide comparable RevPAR +3.4% constant dollars; US and Canada +5.0%; international -0.5% with EMEA down over 5%; ~17,900 net rooms added; record pipeline of 4,186 properties and ~629,000 rooms; gross franchise and base management fees $1,366m (+14%); FY2026 RevPAR guidance raised to 3.0-3.5%.

Products: Marriott Bonvoy, Ritz-Carlton, Courtyard, Autograph Collection, City Express

Hilton Worldwide Holdings

Global hotel operator and franchisor with one of the fastest net-unit-growth rates among the major branded groups.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026: systemwide comparable RevPAR +3.9% currency neutral; occupancy 74.9% (+1.0pp); ADR $166.97 (+2.5%); US RevPAR +5.4% to $139.28; Middle East and Africa RevPAR -29.5%; net unit growth 6.1%; pipeline 541,300 rooms across 3,853 hotels; FY2026 RevPAR guidance 3.0-3.5%.

Products: Hilton Honors, Waldorf Astoria, Hampton by Hilton, DoubleTree, Spark by Hilton

InterContinental Hotels Group

UK-headquartered global hotel group operating a franchise-led model, with significant exposure to Greater China.

Original record and source trail

Confidence (seed): low · 2026-09-15

Operates in the same RevPAR environment documented by Marriott and Hilton for Q2 2026. Company-specific 2026 figures were not retrieved; IHG reports on a UK half-year calendar.

Products: IHG One Rewards, Holiday Inn, Crowne Plaza, Kimpton, voco

Accor

Largest European hotel group by rooms, with a portfolio spanning economy to luxury and a strong Europe and Asia-Pacific footprint.

Original record and source trail

Confidence (seed): low · 2026-09-15

European exposure is material given Eurostat's record EU accommodation demand and the EMEA weakness reported by US peers in Q2 2026. Company-specific 2026 results not retrieved.

Products: ALL - Accor Live Limitless, ibis, Novotel, Sofitel, Raffles

Booking Holdings

Largest online travel agency group by gross bookings, operating Booking.com, Priceline, Agoda, KAYAK and OpenTable.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026: room nights 325m (+5%); gross bookings $51.0bn (+9%); revenue $7.4bn (+8%); net income $2.0bn (+118%); alternative accommodation room nights +4%; marketing 4.7% of gross bookings; direct channel mid-fifties percent of room nights; transformation programme run-rate savings raised to $650m by end-2027. The release makes no mention of AI agents or agentic booking.

Products: Booking.com, Agoda, KAYAK, Priceline, OpenTable

Expedia Group

Second-largest western online travel agency group, with a growing B2B white-label distribution business, and an OpenAI apps-in-ChatGPT launch partner.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Named alongside Booking.com as a launch partner for apps in ChatGPT on 2025-10-06. Q2 2026 results were not retrievable for this dossier: the company's investor pages are JavaScript-rendered and its Q2 SEC accession could not be located without full-text search.

Products: Expedia, Hotels.com, Vrbo, Expedia TAAP, Expedia Group B2B

Airbnb

Largest short-term rental platform globally, expanding into Experiences and services beyond accommodation.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026: nights and seats booked +10%, accelerating from Q1; GBV $27.2bn (+16%); revenue $3.6bn (+17%); net income $816m; adjusted EBITDA $1.3bn (+21%) at 35% margin; Experiences supply up nearly 80% year on year; AI customer support resolving nearly 45% of issues; FY2026 outlook raised to at least mid-teens revenue growth.

Products: Airbnb listings, Airbnb Experiences, Airbnb Services, AirCover

Royal Caribbean Group

Second-largest cruise operator by capacity, with the Icon and Oasis class ships and private destination portfolio.

Original record and source trail

Confidence (seed): high · 2026-09-15

Q2 2026: revenue $4.8bn (+6%); net yields +1.2% constant currency; load factor 110.2%; APCD +6%; net cruise costs ex-fuel per APCD $132.30 (+4.4%); bunker $839/metric ton on 422,000 tons; customer deposits a record $6.736bn; FY2026 adjusted EPS guidance $17.73-$17.87 and constant-currency net yields +1.75% to +2.25%.

Products: Icon of the Seas, Oasis class, Legend of the Seas, Perfect Day at CocoCay, Celebrity Cruises

Carnival Corporation & plc

Largest cruise operator in the world by passengers carried, operating nine brands across a dual-listed structure.

Original record and source trail

Confidence (seed): low · 2026-09-15

Operates in the same yield-versus-capacity environment documented at Royal Caribbean for Q2 2026. Carnival's own release was not retrievable: its news pages load content through a client-side API that returns no article text to a fetch.

Products: Carnival Cruise Line, Princess Cruises, Holland America Line, AIDA, Costa Cruises

Norwegian Cruise Line Holdings

Third of the three large publicly listed cruise groups, operating Norwegian, Oceania and Regent Seven Seas.

Original record and source trail

Confidence (seed): low · 2026-09-15

Exposed to the cruise yield compression and fuel cost increases documented for the segment in Q2 2026. Company-specific figures not retrieved.

Products: Norwegian Cruise Line, Oceania Cruises, Regent Seven Seas Cruises

Amadeus IT Group

Largest global distribution system and airline IT provider, and the clearest public window on intermediated versus total air travel volumes.

Original record and source trail

Confidence (seed): high · 2026-09-15

H1 2026: group revenue EUR 3,334.9m (+5.1% constant currency); air distribution bookings 238.0m, DOWN 3.7%, while Air IT passengers boarded reached 1,089.1m, UP 1.1%; Air IT revenue per passenger +7.5%; Hospitality and Other Solutions revenue EUR 543.4m (+9.2% cc); net financial debt EUR 2,577.5m at 1.0x LTM EBITDA; states it is expanding AI partnerships including with Google.

Products: Amadeus GDS, Altea passenger service system, Amadeus Hospitality, Navitaire

Sabre Corporation

US-headquartered global distribution system and airline IT provider, the main western competitor to Amadeus.

Original record and source trail

Confidence (seed): low · 2026-09-15

Subject to the same intermediated-booking decline that Amadeus quantified in H1 2026. Sabre-specific 2026 figures were not retrieved for this dossier.

Products: Sabre GDS, SabreSonic, SynXis hospitality platform

Navan

Corporate travel and expense management platform competing with traditional travel management companies on a software rather than transaction-fee model.

Original record and source trail

Confidence (seed): low · 2026-09-15

Positioned against the corporate travel dynamic GBTA documented for 2026: spending up 7.2% while trips rise only 1.3%, which pressures per-transaction intermediary models.

Products: Navan Travel, Navan Expense, Navan Connect

American Express Global Business Travel (Amex GBT)

Largest travel management company by transaction volume, serving corporate travel programmes globally.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Core exposure to the 2026 corporate travel picture: GBTA forecasts trips growing only 1.3% while spend grows 7.2%, which is unfavourable for volume-based intermediary economics.

Products: Egencia, Neo, Amex GBT Travel

OpenAI

AI research and product company whose ChatGPT apps platform placed travel booking partners inside an assistant interface.

Original record and source trail

Confidence (seed): high · 2026-09-15

Launched apps in ChatGPT on 2025-10-06 with Booking.com and Expedia among seven pilot partners, stating a reach of over 800 million ChatGPT users. No travel booking volumes have been published.

Products: ChatGPT, Apps in ChatGPT

Google

Dominant travel search and metasearch surface through Google Flights, Google Hotels and general search, and named by Amadeus as an AI ecosystem partner.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Named by Amadeus in its H1 2026 results as a strategic partner to orchestrate an AI-enabled travel ecosystem. Per macro addendum 2, a court declined to break up Google's ad stack on 2026-09-02, imposing behavioural remedies only.

Products: Google Flights, Google Hotels, Google Search AI features

International Air Transport Association (IATA)

Trade association representing around 340 airlines and the authoritative publisher of global RPK, ASK, load factor, cargo and jet fuel price statistics.

Original record and source trail

Confidence (seed): high · 2026-09-15

June 2026 outlook cut 2026 industry net profit to USD 23bn (2.0% margin) on a USD 152/bbl fuel assumption and cut RPK growth from 4.9% to 2.1%. August 2026 release reported July RPK +0.2%, load factor 85.2%. Weekly fuel monitor showed USD 181.46/bbl in September 2026.

Products: Monthly Air Passenger Market Analysis, Air Cargo Market Analysis, Global Outlook for Air Transport, Jet Fuel Price Monitor, Quarterly Air Transport Chartbook

US Bureau of Transportation Statistics (BTS)

Statistical agency within the US Department of Transportation publishing airline passenger counts, load factors, on-time performance, airfares and airline employment.

Original record and source trail

Confidence (seed): high · 2026-09-15

Reported on 2026-09-14 that June 2026 US airline passengers totalled 87.5m, down 1.4% year on year and 3.7% below the seasonally adjusted June 2024 peak, though 4.1% above June 2019. Reported on 2026-09-10 that US cargo and passenger airlines lost 2,783 jobs in July 2026.

Products: Airline traffic data releases, T-100 segment data, Air Travel Consumer Report inputs, Airline employment series

US Department of State, Bureau of Consular Affairs

US agency responsible for visa issuance policy and consular operations, and the primary source for the 2026 entry restrictions affecting inbound travel.

Original record and source trail

Confidence (seed): high · 2026-09-15

Implemented Proclamation 10998 from 2026-01-01, fully suspending visa issuance for nationals of 19 countries and partially suspending B-1/B-2 visitor, F/M/J student and immigrant visas for 19 more. Announced expanded screening and vetting (2026-03-25), country-specific visa bonds (2026-05-13), an Ebola-related pause of all visa operations in South Sudan, DRC and Uganda (2026-05-18), and country-of-residence adjudication requirements (2026-07-15).

Products: Nonimmigrant visas (B-1/B-2, F, M, J), Immigrant visas, Visa appointment systems

National Travel and Tourism Office (NTTO), International Trade Administration

Official US government source for international visitor arrivals and travel-export statistics, operating the I-94 arrivals programme.

Original record and source trail

Confidence (seed): high · 2026-09-15

Publishes monthly arrivals summaries; as of this research date the July 2026 preliminary and June 2026 final country-of-residence summaries were available only as XLSX downloads and Power BI dashboards, not as machine-readable text. This is the principal data-access constraint for measuring the US inbound decline.

Products: I-94 Arrivals Program, Country Profile Monitor, Survey of International Air Travelers

Transportation Security Administration (TSA)

US agency publishing daily airport checkpoint passenger throughput, the highest-frequency independent measure of US air travel demand.

Original record and source trail

Confidence (seed): high · 2026-09-15

Daily throughput data was NOT retrievable for this dossier: tsa.gov returned HTTP 403 to every attempted access path. This is recorded as a priority access requirement for Phase 2, because TSA throughput is the best daily cross-check on the BTS monthly series.

Products: Daily checkpoint travel numbers, PreCheck

Eurostat

Statistical office of the European Union, publishing harmonised tourism accommodation statistics including platform-booked short-stay accommodation.

Original record and source trail

Confidence (seed): high · 2026-09-15

Published that 951.6m guest nights were booked via Airbnb, Booking and Expedia in the EU in 2025, up 11.4% from 854m in 2024, with France 213m, Spain 189m, Italy 139m, and Paris the leading city at 26.3m guest nights. Notes Tripadvisor ceased participating in late 2024.

Products: Tourism statistics database, Short-stay accommodation platform series, Nights spent at tourist accommodation

European Commission, DG MOVE

EU directorate-general responsible for transport policy, including the ReFuelEU Aviation sustainable aviation fuel mandate.

Original record and source trail

Confidence (seed): high · 2026-09-15

ReFuelEU Aviation requires a 2% SAF blend at EU airports from 2025, a 1.2% synthetic aviation fuel sub-mandate from 2030, and 70% SAF with 35% synthetic by 2050, covering more than 95% of departures from EU airports and imposing an anti-tankering refuelling obligation.

Products: ReFuelEU Aviation, Single European Sky, Air passenger rights regulation

European Union (co-legislators) - Regulation 2024/1028

The EU legal instrument establishing harmonised data collection and sharing obligations for short-term accommodation rental services across the single market.

Original record and source trail

Confidence (seed): high · 2026-09-15

Adopted 2024-04-11 with entry into application 2026-05-20, making it the single largest regulatory event for short-term rentals in 2026 and the enabling layer for city-level enforcement.

Products: Host registration numbers, Single digital entry points, Platform data transmission obligations

Comune di Venezia (City of Venice)

Italian municipal authority that operated the contributo di accesso, the most widely cited day-visitor access charge in global overtourism policy.

Original record and source trail

Confidence (seed): high · 2026-09-15

The 2026 access-fee trial ended and the charge ceased to apply from 2026-07-27. The city states that authority for any application in years after 2026 rests with its governing bodies, so continuation is not automatic.

Products: Contributo di accesso, Access fee booking and exemption portal

UN Tourism (UNWTO)

United Nations specialised agency for tourism and publisher of the World Tourism Barometer, the standard global series for international tourist arrivals.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Barometer data pages returned HTTP 403 and the news archive surfaced only pre-2025 items during this research, so no 2026 UN Tourism figure is cited in this dossier. Recorded as a data gap and a Phase 2 access requirement.

Products: World Tourism Barometer, International tourist arrivals series, Tourism receipts data

Global Business Travel Association (GBTA)

Trade association for business travel, publisher of the Business Travel Index, the standard corporate travel spending series.

Original record and source trail

Confidence (seed): high · 2026-09-15

Forecast on 2026-08-03 that 2026 global business travel spending would reach a record $1.71tn, up 7.2% from $1.59tn, while trips rise only 1.3% to 1.84bn. US $423.0bn, China $403.7bn; top 15 markets 84% of global spend. Pushed the $2tn milestone to 2030, a year later than previously forecast.

Products: Business Travel Index (BTI), BTI Data Cube, Member surveys

U.S. Travel Association

US national travel industry trade association, publishing forecasts produced with Tourism Economics and lobbying on visa and entry policy.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Published a Tourism Economics forecast on 2026-05-07 putting 2026 US inbound at 70.6m visits and $178bn of spending, 18% below 2019, with recovery not expected until 2029. Its detailed monthly data report is member-gated.

Products: Travel Forecasts, Travel Trends Index, U.S. Travel Insights Dashboard

STR (CoStar Group)

The hotel industry's principal benchmarking data provider, covering roughly 94,000 hotels and 12 million rooms, now part of CoStar Group.

Original record and source trail

Confidence (seed): high · 2026-09-15

Weekly US data published via CoStar News showed RevPAR +4.4% for the week ending 2026-08-22 with ADR growth falling below inflation for the first time since early May, then +16.1% for the week ending 2026-09-05 on a Labor Day calendar shift. The underlying series is subscription-gated.

Products: STR Benchmark, Weekly and monthly US hotel performance data, Hotel pipeline data

Tourism Economics (Oxford Economics)

Travel forecasting consultancy whose model underpins the most widely quoted US inbound travel projections.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Its model produced the 2026 US inbound figures of 70.6m visits and $178bn spending, 18% below 2019, published through the U.S. Travel Association on 2026-05-07. This is the single modeller behind the most-cited US inbound shortfall figure, which is why the claim is recorded as an estimate rather than a fact.

Products: US travel forecast model, Destination economic impact studies

Japan Tourism Marketing Co.

Japanese travel research firm publishing an English-language inbound and outbound tourism statistics database drawn from JNTO and government sources.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Reported approximately 3.15m foreign visitors to Japan in June 2026, down 6.8% year on year, with South Korea 787,100, Taiwan 670,400 and the US 354,500. Flags figures from May 2026 onward as estimates. Used here because JNTO's own statistics pages were not retrievable.

Products: Inbound visitor statistics database, Outbound Japanese traveller statistics

Emirates

Largest international airline by scheduled passenger-kilometres flown, operating a single-hub connecting model through Dubai.

Original record and source trail

Confidence (seed): medium · 2026-09-15

Most exposed carrier to the Middle East contraction documented by IATA: regional RPK fell 9.5% year on year in July 2026 with load factor down 3.3 points to 80.9%, and July belly-hold cargo fell 7.0% globally with Middle East-linked lanes among the weakest.

Products: Emirates First Class, Emirates Business, Skywards, Emirates SkyCargo

Marie Owens Thomsen

Chief Economist and Senior Vice President Sustainability at IATA, the named authority on the association's monthly traffic and annual financial forecasts.

Original record and source trail

Confidence (seed): high · 2026-09-15

Quoted in the 2026-08-31 IATA release on July traffic: overall growth of 0.2% was achieved despite year-on-year collective declines by carriers in North America and the Middle East.

Products: IATA Global Outlook for Air Transport, Monthly market analyses

Ed Bastian

Chief Executive Officer of Delta Air Lines, the carrier at which premium cabin revenue first overtook main cabin revenue.

Original record and source trail

Confidence (seed): high · 2026-09-15

Attributed Q2 2026 results to broad demand strength, growing brand preference and momentum across a diversified revenue base, alongside a full-year adjusted EPS guidance range of $6.50-$7.50 and a stated 20% earnings growth target.

Products: Delta strategy and capital allocation

Scott Kirby

Chief Executive Officer of United Airlines Holdings.

Original record and source trail

Confidence (seed): high · 2026-09-15

Stated in the Q2 2026 release that results show why United has invested in customer improvements throughout every cabin, citing fleet and network expansion and Starlink connectivity as differentiators.

Products: United network and product strategy

Glenn Fogel

Chief Executive Officer of Booking Holdings.

Original record and source trail

Confidence (seed): high · 2026-09-15

Stated in the Q2 2026 release that despite continued geopolitical and macroeconomic uncertainty the underlying desire to travel remained resilient. Notably, the release contains no reference to AI agents or agentic booking.

Products: Booking Holdings strategy