# AI Training Data Broker > An independent broker and technical advisor for company data deals with AI labs. Companies with 30 or more people sell or license their operational data (support tickets, team chat, CRM, SOPs, code, accounting) to AI labs for training, with de-identification and counsel-reviewed contracts. AI labs and model teams source licensed, de-identified workflow data with a provenance memo. The broker represents the seller and guides its team through the technical side (export, format, de-identification, compliance, delivery); the AI lab (the buyer) pays the broker fee, only after the deal closes. ## Main pages - [Sell or license your company data](https://aitrainingdatabroker.com/sell/): who qualifies, what data pays, typical deal sizes - [Closing or bankrupt company](https://aitrainingdatabroker.com/sell/closing-company/): who signs in a wind-down, assignment, receivership or bankruptcy, and what to keep before cancelling anything; a section for UK insolvency practitioners (liquidator, official receiver, administration) - [AI data licensing for UK companies](https://aitrainingdatabroker.com/ai-data-licensing-uk/): the short route for a UK company that licences its support tickets, email, chat, documents and CRM history to AI labs: where buyers look first, which UK privacy law applies, and where each part is explained - [Which industries can license company data](https://aitrainingdatabroker.com/sell/industries/): law firms, trucking and freight, construction companies, accounting firms, software companies, manufacturers, engineering and architecture firms, financial advisory firms, insurance agencies, property management companies, call centers and BPOs, consulting firms, investment firms, each with its own records and limits - [What we will not broker](https://aitrainingdatabroker.com/sell/what-we-will-not-broker/): the kinds of company data we decline, and why - [Which kinds of company records can be licensed](https://aitrainingdatabroker.com/data/): work orders and dispatch notes, change orders and RFIs, quotes and estimates, support tickets, team chat, call recordings, CRM history, accounting and ERP records, project and task history, SOPs and knowledge bases, code and pull request history, CAD and engineering files, closed-deal files, claims and underwriting files, inspection reports and photos, client deliverables and drafts, lab notebooks and experiment records, recordings made with consent, hubSpot data export, quickBooks data export, outlook and Microsoft 365 email export, google Drive export, jira data export, gitHub repository export, zendesk data export, with the tools each usually lives in - [Sell your company's workflows](https://aitrainingdatabroker.com/workflows/): documented processes, recorded task runs and AI-assisted tasks, priced per workflow - [Egocentric video data](https://aitrainingdatabroker.com/egocentric-video/): footage recorded from the worker's point of view (head, chest or glasses camera), why AI labs and robotics teams look for it, what a usable set contains, and the consent and privacy limits - [Sell egocentric video to AI labs](https://aitrainingdatabroker.com/sell/egocentric-video/): what a seller must hold (footage, clip list, written consent from each wearer, plan for people in frame, clear ownership), how it is cleaned and priced, how a deal runs - [Sell RL environments to AI labs](https://aitrainingdatabroker.com/sell/rl-environments/): what an RL environment is (a task, a world to act in and a checker), what AI labs look for, what cannot be licensed, how a license works and what to prepare before approaching a lab - [Buy workflows for AI labs](https://aitrainingdatabroker.com/buy/workflows/): documented processes, recorded task runs and AI-assisted tasks, with outcomes, from companies that run them every week - [Buy RL environments for AI labs](https://aitrainingdatabroker.com/buy/rl-environments/): tasks with a checker that scores the result, with a datasheet and a sample, licensed per environment or per set - [Buy egocentric video](https://aitrainingdatabroker.com/buy/egocentric-video/): what to tell us (tasks, settings, hours, people, capture, labels, rights) and what a buyer receives (summary, approved sample, ownership and consent note) - [Egocentric video for robotics and physical AI](https://aitrainingdatabroker.com/egocentric-video/robotics-and-physical-ai/): what robots, embodied AI, computer vision and vision-language-action models learn from egocentric video, and the tasks labs ask for - [Egocentric video annotation](https://aitrainingdatabroker.com/egocentric-video/annotation/): narration, action segments, hand trajectories, 3D hand pose, keypoints, object grounding and hand-object interaction labels, and who adds them - [How egocentric video is captured](https://aitrainingdatabroker.com/egocentric-video/capture/): head-mounted cameras, chest mounts, smart glasses, VR headsets and phones, and what makes footage usable - [Egocentric data collection](https://aitrainingdatabroker.com/egocentric-video/data-collection/): what to check before licensing a collected set (contributor agreements, ownership, pay terms) and why regions and languages matter - [AI data licensing liability](https://aitrainingdatabroker.com/sell/liability/): who answers for what when a company licenses its data to an AI lab (the seller, whoever cleans the data, the AI lab, the broker), GDPR Article 82, and six contract clauses that decide who pays - [How you get paid](https://aitrainingdatabroker.com/sell/how-you-get-paid/): who pays what in an AI data deal, common payment structures, acceptance windows, escrow and paperwork - [Company operations data for AI labs](https://aitrainingdatabroker.com/buy/company-operations-data/): email, chat, tickets, wikis and project history from one company, kept connected - [Structured datasets for AI labs](https://aitrainingdatabroker.com/buy/structured-datasets/): tables of rows with a result column, with provenance and personal data removed - [Native Word, Excel and PowerPoint files for AI labs](https://aitrainingdatabroker.com/buy/native-documents/): working files in their original format with hidden details removed - [Buy company data for AI training](https://aitrainingdatabroker.com/buy/): data types, systems, industries, terms - [How a deal runs, for sellers](https://aitrainingdatabroker.com/how-it-works/): the six steps and what kills a deal - [How a deal runs, for buyers](https://aitrainingdatabroker.com/how-it-works/buyers/): the five steps - [About and how we earn](https://aitrainingdatabroker.com/about/) - [Data de-identification service](https://aitrainingdatabroker.com/de-identification/): we remove people and company details (names, numbers, hidden file details, exact dates and places) from company data before it leaves the company, check it a second time and record what was done; a separate service with its own fee, no sale needed; for companies licensing data through us it is usually paid for by the AI lab buying the data, and who de-identifies and who pays are negotiated case by case (some sellers have it done first so the data is ready to use and draws a better offer) - [Privacy rules by region](https://aitrainingdatabroker.com/regions/): the main laws and what counts as no longer personal in the United States, Canada, the United Kingdom, the European Union, Australia, India and China, with one page for each - [How to check an offer for your company data](https://aitrainingdatabroker.com/check-an-offer/): seven terms to settle besides the amount, five signs to slow down, and questions to ask before you sign - [Open data: datasets, models and tools we publish](https://aitrainingdatabroker.com/open-data/): free datasets, small models and in-browser tools about licensing company data to AI labs, published on Hugging Face, each with its limits and a link to the page here that goes deeper - [Data valuation calculator: what's my data worth?](https://aitrainingdatabroker.com/tools/data-value-calculator/): nine questions (industry, full-time people, years of records, kinds of records, linked records, operating or closed, shown before, language, location) give a rough range for what licensing the data to AI labs could pay; an estimate, not an offer; free, no sign-up - [Tools](https://aitrainingdatabroker.com/tools/): the calculator and the offer checklist - [Glossary](https://aitrainingdatabroker.com/glossary/): plain definitions of the terms in a company data deal - [Referral program](https://aitrainingdatabroker.com/referral-program/): refer a company with 30 or more full-time employees that could license its work data; a commission or fixed fee is paid within 30 days after a deal closes and we are paid; a referral stays the referrer's for 12 months - [Blog](https://aitrainingdatabroker.com/blog/): articles for sellers and for buyers - [Videos](https://aitrainingdatabroker.com/videos/): the channel's videos, newest first - [RSS feed](https://aitrainingdatabroker.com/feed.xml): the blog and the videos together, newest first - [Slides](https://aitrainingdatabroker.com/slides/): each video's slides with the full script - [Contact](https://aitrainingdatabroker.com/contact/) - [Privacy](https://aitrainingdatabroker.com/privacy/) and [Terms](https://aitrainingdatabroker.com/terms/) ## Industry pages - [Law firms](https://aitrainingdatabroker.com/sell/law-firms/) - [Trucking and freight](https://aitrainingdatabroker.com/sell/trucking-and-freight/) - [Construction companies](https://aitrainingdatabroker.com/sell/construction-companies/) - [Accounting firms](https://aitrainingdatabroker.com/sell/accounting-firms/) - [Software companies](https://aitrainingdatabroker.com/sell/software-companies/) - [Manufacturers](https://aitrainingdatabroker.com/sell/manufacturers/) - [Engineering and architecture firms](https://aitrainingdatabroker.com/sell/engineering-and-architecture-firms/) - [Financial advisory firms](https://aitrainingdatabroker.com/sell/financial-advisory-firms/) - [Insurance agencies](https://aitrainingdatabroker.com/sell/insurance-agencies/) - [Property management companies](https://aitrainingdatabroker.com/sell/property-management-companies/) - [Call centers and BPOs](https://aitrainingdatabroker.com/sell/call-centers-and-bpos/) - [Consulting firms](https://aitrainingdatabroker.com/sell/consulting-firms/) - [Investment firms](https://aitrainingdatabroker.com/sell/investment-firms/) - [Martech and adtech companies](https://aitrainingdatabroker.com/sell/martech-and-adtech-companies/) - [Fintech companies](https://aitrainingdatabroker.com/sell/fintech-companies/) - [Health tech companies](https://aitrainingdatabroker.com/sell/health-tech-companies/) - [Pharma companies](https://aitrainingdatabroker.com/sell/pharma-companies/) - [Universities and research labs](https://aitrainingdatabroker.com/sell/universities-and-research-labs/) - [Semiconductor and electronics companies](https://aitrainingdatabroker.com/sell/semiconductor-and-electronics-companies/) - [Film and video production companies](https://aitrainingdatabroker.com/sell/film-and-video-production-companies/) - [Healthcare practices and clinics](https://aitrainingdatabroker.com/sell/healthcare-practices/) - [Publishers](https://aitrainingdatabroker.com/sell/publishing-companies/) - [Real estate brokerages](https://aitrainingdatabroker.com/sell/real-estate-brokerages/) - [Warehousing and fulfillment companies](https://aitrainingdatabroker.com/sell/warehousing-and-fulfillment-companies/) - [Music and audio companies](https://aitrainingdatabroker.com/sell/music-and-audio-companies/) - [Field services and trades](https://aitrainingdatabroker.com/sell/field-services-and-trades/) - [Cybersecurity companies](https://aitrainingdatabroker.com/sell/cybersecurity-companies/) - [IT services and MSPs](https://aitrainingdatabroker.com/sell/it-services-and-msps/) - [Retail and e-commerce companies](https://aitrainingdatabroker.com/sell/retail-and-ecommerce-companies/) - [Roofing companies](https://aitrainingdatabroker.com/sell/roofing-companies/) - [Solar and energy companies](https://aitrainingdatabroker.com/sell/solar-and-energy-companies/) - [Staffing and recruiting firms](https://aitrainingdatabroker.com/sell/staffing-and-recruiting-firms/) - [Wholesale and distribution companies](https://aitrainingdatabroker.com/sell/wholesale-and-distribution-companies/) ## Kinds of records - [Work orders and dispatch notes](https://aitrainingdatabroker.com/data/work-orders-and-dispatch-notes/) - [Change orders and RFIs](https://aitrainingdatabroker.com/data/change-orders-and-rfis/) - [Quotes and estimates](https://aitrainingdatabroker.com/data/quotes-and-estimates/) - [Support tickets](https://aitrainingdatabroker.com/data/support-tickets/) - [Team chat](https://aitrainingdatabroker.com/data/team-chat/) - [Call recordings](https://aitrainingdatabroker.com/data/call-recordings/) - [CRM history](https://aitrainingdatabroker.com/data/crm-history/) - [Accounting and ERP records](https://aitrainingdatabroker.com/data/accounting-and-erp-records/) - [Project and task history](https://aitrainingdatabroker.com/data/project-and-task-history/) - [SOPs and knowledge bases](https://aitrainingdatabroker.com/data/sops-and-knowledge-bases/) - [Code and pull request history](https://aitrainingdatabroker.com/data/code-and-pull-request-history/) - [CAD and engineering files](https://aitrainingdatabroker.com/data/cad-and-engineering-files/) - [Slack data export](https://aitrainingdatabroker.com/data/slack-data-export/) - [Gmail data export](https://aitrainingdatabroker.com/data/gmail-data-export/) - [Confluence data export](https://aitrainingdatabroker.com/data/confluence-data-export/) - [Salesforce data export](https://aitrainingdatabroker.com/data/salesforce-data-export/) - [Labeled tables and datasets](https://aitrainingdatabroker.com/data/labeled-tables-and-datasets/) - [Word, Excel and PowerPoint files](https://aitrainingdatabroker.com/data/native-word-excel-and-powerpoint-files/) - [Theses and dissertations](https://aitrainingdatabroker.com/data/theses-and-dissertations/) - [Egocentric video](https://aitrainingdatabroker.com/data/egocentric-video/) - [Closed-deal files](https://aitrainingdatabroker.com/data/closed-deal-files/) - [Claims and underwriting files](https://aitrainingdatabroker.com/data/claims-and-underwriting-files/) - [Inspection reports and photos](https://aitrainingdatabroker.com/data/inspection-reports-and-photos/) - [Client deliverables and drafts](https://aitrainingdatabroker.com/data/client-deliverables-and-drafts/) - [Lab notebooks and experiment records](https://aitrainingdatabroker.com/data/lab-notebooks-and-experiment-records/) - [Recordings made with consent](https://aitrainingdatabroker.com/data/consented-recordings/) - [HubSpot data export](https://aitrainingdatabroker.com/data/hubspot-data-export/) - [QuickBooks data export](https://aitrainingdatabroker.com/data/quickbooks-data-export/) - [Outlook and Microsoft 365 email export](https://aitrainingdatabroker.com/data/microsoft-365-email-export/) - [Google Drive export](https://aitrainingdatabroker.com/data/google-drive-export/) - [Jira data export](https://aitrainingdatabroker.com/data/jira-data-export/) - [GitHub repository export](https://aitrainingdatabroker.com/data/github-repository-export/) - [Zendesk data export](https://aitrainingdatabroker.com/data/zendesk-data-export/) - [AccuLynx data export](https://aitrainingdatabroker.com/data/acculynx-data-export/) - [Buildertrend data export](https://aitrainingdatabroker.com/data/buildertrend-data-export/) - [CallRail data export](https://aitrainingdatabroker.com/data/callrail-data-export/) - [Clio data export](https://aitrainingdatabroker.com/data/clio-data-export/) - [Filevine data export](https://aitrainingdatabroker.com/data/filevine-data-export/) - [GitLab data export](https://aitrainingdatabroker.com/data/gitlab-data-export/) - [Intercom data export](https://aitrainingdatabroker.com/data/intercom-data-export/) - [JobNimbus data export](https://aitrainingdatabroker.com/data/jobnimbus-data-export/) - [NetSuite data export](https://aitrainingdatabroker.com/data/netsuite-data-export/) - [Procore data export](https://aitrainingdatabroker.com/data/procore-data-export/) - [RingCentral data export](https://aitrainingdatabroker.com/data/ringcentral-data-export/) - [ServiceNow data export](https://aitrainingdatabroker.com/data/servicenow-data-export/) - [ServiceTitan data export](https://aitrainingdatabroker.com/data/servicetitan-data-export/) - [Shopify data export](https://aitrainingdatabroker.com/data/shopify-data-export/) - [Xactimate data export](https://aitrainingdatabroker.com/data/xactimate-data-export/) - [Freshdesk data export](https://aitrainingdatabroker.com/data/freshdesk-data-export/) ## Answers - [Answers](https://aitrainingdatabroker.com/answers/): one page for each question owners ask most about licensing company data to AI labs - [What is the difference between an exclusive and a non-exclusive data license?](https://aitrainingdatabroker.com/answers/exclusive-vs-non-exclusive-data-license/): Exclusive, time-limited, field-of-use and non-exclusive licenses compared, and how a broker's quiet period differs - [How much is a company's data worth to an AI lab?](https://aitrainingdatabroker.com/answers/how-much-is-my-company-data-worth/): What raises and lowers the worth of company records, and why only a reviewed offer is a real number - [What happens after a company licenses its data?](https://aitrainingdatabroker.com/answers/what-happens-after-you-license-your-data/): The plain steps after signing: delivery, de-identification, use, deletion, payment and breach - [Which kinds of companies have records that AI labs license?](https://aitrainingdatabroker.com/answers/what-industries-do-ai-companies-license-data-from/): Records are licensed by kind of work, so a small trade can qualify as readily as a large firm - [Who buys or licenses company operating data for AI?](https://aitrainingdatabroker.com/answers/who-licenses-company-data-for-ai/): The four types of buyer for company records, and what to ask each one ## Answers - [How does call-recording consent affect licensing company calls to AI labs?](https://aitrainingdatabroker.com/answers/call-recording-consent-and-data-licensing/): Which consent rules apply to recorded calls and why transcripts are the safer form - [Is it legal to sell or license a company's own operating records to AI labs?](https://aitrainingdatabroker.com/answers/is-it-legal-to-sell-company-data/): Ownership, customer promises and the FTC staff warning behind licensing a company's own records - [Should a company license its data or sell it outright?](https://aitrainingdatabroker.com/answers/license-vs-sell-company-data/): What a license keeps with the company and what an outright sale gives up ## Key articles - [How much do AI labs pay for company data?](https://aitrainingdatabroker.com/blog/how-much-do-ai-labs-pay-for-company-data/) - [Is it legal to sell company data to AI labs?](https://aitrainingdatabroker.com/blog/is-it-legal-to-sell-company-data-to-ai-labs/) - [Exclusive vs non-exclusive data licenses](https://aitrainingdatabroker.com/blog/exclusive-vs-non-exclusive-data-licenses-which-fits-your-company/) - [What is RL data?](https://aitrainingdatabroker.com/blog/what-is-rl-data/) - [Where to buy licensed company workflow data](https://aitrainingdatabroker.com/blog/where-to-buy-licensed-company-workflow-data/) ## Latest articles - [Can a property manager license maintenance data to AI](https://aitrainingdatabroker.com/blog/can-a-property-manager-license-maintenance-data-to-ai/): Yes, if you own the tickets, have 30+ staff and can de-identify personal data, you can license maintenance records to AI labs. - [How AI labs review a data sample before licensing](https://aitrainingdatabroker.com/blog/how-ai-labs-review-a-data-sample-before-licensing/): We explain the three-phase review AI labs use, what they examine in your de-identified sample, and how to keep the process smooth. - [What the EDPB 2026 anonymisation guidelines mean for your data](https://aitrainingdatabroker.com/blog/what-the-edpb-2026-anonymisation-guidelines-mean-for-your-data/): The 2026 EDPB test defines three criteria for true anonymity, deciding whether GDPR applies to your operational records. - [Benchmark contamination: why labs want environments that are hard to memorize](https://aitrainingdatabroker.com/blog/benchmark-contamination-why-labs-want-private-environments/): What benchmark contamination is, how it makes test scores unreliable, and why labs pay attention to private, seeded RL environments that cannot be memorized. - [What is a CWE, and why do AI security tasks cite them?](https://aitrainingdatabroker.com/blog/what-is-a-cwe-and-why-do-ai-security-tasks-cite-them/): CWE explained in plain words: what the list is, how it differs from CVE and OWASP, and why labs ask security datasets to say which weaknesses they cover. - [Black-box versus white-box security tasks for AI, in plain words](https://aitrainingdatabroker.com/blog/black-box-vs-white-box-security-tasks-for-ai/): What black-box and white-box security testing mean, how they change an AI task, and why labs want both kinds of environment, explained for owners. - [AI red teaming: what an offensive security environment is and why labs want them](https://aitrainingdatabroker.com/blog/ai-red-teaming-what-an-offensive-security-environment-is/): AI red teaming explained in plain words, how offensive security environments test models, what the rules ask for, and what a security company can license. - [How is an RL environment graded without an AI judge?](https://aitrainingdatabroker.com/blog/how-is-an-rl-environment-graded-without-an-ai-judge/): Verifiable rewards explained in plain words: how a checker scores an RL environment, why labs prefer it to an AI judge, and what that means if you build environments. - [Can a call center sell its recorded calls to AI? Who owns them and who agreed](https://aitrainingdatabroker.com/blog/can-a-call-center-sell-its-recorded-calls-to-ai/): A call center or BPO holds thousands of recorded calls, but selling or licensing them depends on three questions: whose calls they are, who agreed to be recorded and what the voices and card numbers reveal. - [Can a game studio sell its data to AI? Tickets, telemetry and design documents](https://aitrainingdatabroker.com/blog/can-a-game-studio-sell-its-data-to-ai/): A game studio holds bug reports, support tickets, design notes and play logs. What an AI lab might want from them, who owns each part and which parts carry player privacy questions. - [Can a security company sell its alerts and investigation write-ups to AI?](https://aitrainingdatabroker.com/blog/can-a-security-company-sell-alerts-and-write-ups-to-ai/): Security firms hold alerts, incident timelines and investigation reports that teach AI how analysts think. What can be licensed, what belongs to clients and what has to be removed first. - [What makes an RL environment worth more to an AI lab?](https://aitrainingdatabroker.com/blog/what-makes-an-rl-environment-worth-more-to-an-ai-lab/): Six things that separate an RL environment a lab will license from one it passes over: a checker that cannot be fooled, many variations, real difficulty, a clear datasheet, clean rights and privacy. - [What to have ready before you talk to a data broker: counts, years and a sample](https://aitrainingdatabroker.com/blog/what-to-have-ready-before-you-talk-to-a-data-broker/): A short checklist for company owners who want to sell or license their data to an AI lab: what to count, how to describe it and why one complete sample moves a conversation faster than a long description. - [Licensing manufacturing quotes and ECRs to AI labs](https://aitrainingdatabroker.com/blog/licensing-manufacturing-quotes-and-ecrs-to-ai-labs/): Find out why your quotes and engineering change requests are valuable, what makes them eligible, and how to start licensing them. - [Month-end close checklists are valuable to AI labs](https://aitrainingdatabroker.com/blog/month-end-close-checklists-are-valuable-to-ai-labs/): Month-end close checklists and review notes give AI labs a full decision chain to train models, and they can be licensed after de-identification. ## Claude connector and ChatGPT app (MCP) A public, read-only MCP server over Streamable HTTP reads the blog: `latest_posts`, `search_posts`, `get_post` (the opening 120 words and a link to the full article), and the `search` / `fetch` connector pair. No account or key. - Claude: https://aitrainingdatabroker.com/api/mcp/claude ([docs](https://aitrainingdatabroker.com/docs/claude/)) - ChatGPT: https://aitrainingdatabroker.com/api/mcp ([docs](https://aitrainingdatabroker.com/docs/chatgpt/))