# Who buys company data for AI training?

Your data is training someone's model. You're just not getting paid.

Companies hold the records AI labs say they need: support tickets, SOPs, CRM history, code, chat, and email. This guide sorts the buyers into types, using public sources only, and shows how to reach them.

## What this page is

A plain map of who licenses company data for AI, and how a license usually reaches them. It describes each buyer type from its own public pages or published reporting. It isn't legal advice, and it doesn't rank or endorse any buyer.

Highford is a directory and double opt-in intro tool. The license is between you and the buyer.

## Who it's for

- Company owners and operators wondering whether their records are licensable.
- Companies winding down with archives (Slack, email, code) to consider.
- Business development and partnerships teams at data vendors and labs mapping the market.

## The buyer types

### 1. AI labs (direct)

Large model developers license data directly. Most publicly reported licenses so far have been with large content holders, such as publishers and platforms, rather than ordinary operating companies. Reuters and other outlets have documented these licenses. [1](#source-1) [2](#source-2) Some labs run their own data partnership intake. One review of lab pages notes that OpenAI's page says what it will not take, including personal and third-party information. [3](#source-3)

Fit: large, distinctive libraries. Smaller companies more often start with a vendor or program. [2](#source-2) [4](#source-4)

### 2. Data vendors and data labs

Firms that assemble training data for labs now also license operating records from companies. Examples named on their own pages or in comparison guides include:

- micro1 runs enterprise data partnerships. Its page states it looks for operationally mature companies with 30 or more employees, prioritizing the US. [5](#source-5)
- Mercor describes licensing, packaging, and de-identifying workflow data from connected business tools. [6](#source-6)
- Scale AI, Appen, Handshake AI, Turing, Labelbox (Prism), Centific, Nyne, and Mode are each listed as licensing company workflow or operating records, with eligibility stated on their own pages. [4](#source-4) [7](#source-7)

Fit: companies with years of linked records (tickets plus resolutions, project history, code with reviews). Most state minimum headcount or history requirements. [4](#source-4) [7](#source-7)

### 3. Licensing programs and marketplaces

These intermediaries sign data owners and license onward, often for a revenue share. Examples include Troveo (video, audio, gaming, robotics, and enterprise workflow data), Protege (with depth in healthcare), and Defined.ai (speech and multimodal). [8](#source-8) [9](#source-9) Seller-side services have multiplied in 2026. One comparison site notes that many were registered this year and advises checking each one before sharing anything. [4](#source-4)

Fit: owners who want someone else to package and clear the data, and who accept a share and often exclusivity. [8](#source-8)

### 4. Wind-down and shutdown services

For closing companies, shutdown services can include licensing archives as part of a wind-down. [4](#source-4) Reporting in 2026 covered AI labs licensing records from shut-down startups. [10](#source-10)

## What every buyer checks

Across public guides, buyers ask the same things first:

- Do you own the records, and do customer contracts, privacy notices, and software terms allow licensing?
- What's excluded (HR, legal, health, and third-party confidential material)?
- How will it be de-identified?
- What's the permitted use, term, exclusivity, and deletion? [11](#source-11) [12](#source-12)

Don't send samples before that review. A sample can itself be a disclosure. [12](#source-12)

## How Highford helps

Highford is a searchable database and matching marketplace for finding these counterparties.

1. See who's asking. Browse [data requests](/data/requests) and [wanted posts](/wanted).
2. List what you hold, for free. The card states data type, size, rights, and license terms. The files stay with you. For a company archive, start at [List a company archive](/data/sellable).
3. Connect through a double opt-in intro. Unlock a contact, preview the intro, and confirm the send. The other side accepts or declines. Nothing goes out automatically.
4. Highford doesn't require exclusivity, so you can talk to several buyer types before choosing.

There's a free tier. See [pricing](/pricing).

## FAQ

**Who buys company data for AI training?**
Three main groups: AI labs licensing directly, mostly from large content holders so far; data vendors and data labs such as Scale AI, Appen, micro1, and Mercor, which license operating records from companies; and licensing programs and marketplaces such as Troveo and Protege, which license onward for a share. Wind-down services also handle archives from closing companies.

**Can a small company license data directly to an AI lab?**
Publicly reported direct licenses have mostly involved large content holders. Smaller companies more often work with a data vendor or licensing program, or find a buyer's posted request.

**What do buyers want?**
Linked records that show how work gets done, such as tickets with resolutions, SOPs, project history, and code with reviews. They also want clear rights, exclusions, and a de-identification plan.

**Does Highford buy or broker company data?**
Highford does not sell or broker data, and takes no cut. A license is between the data owner and the buyer.

**How do I find buyers looking for my kind of data?**
Browse data requests and wanted posts on Highford, or list your dataset for free so buyers can find you and request an intro.

## Sources

1. [Reuters, "Inside Big Tech's underground race to buy AI training data" (Apr 2024)](https://www.reuters.com/technology/inside-big-techs-underground-race-buy-ai-training-data-2024-04-05/)
2. [Origin Data Partners, "Who Buys Company Data for AI Training?"](https://origindatapartners.com/guides/who-buys-company-data-ai-training)
3. [SellYourDataToAI, "Sell Data to AI Labs: What the Labs' Own Doors Accept"](https://sellyourdatatoai.com/sell-data-to-ai-labs/)
4. [Regulr AI, "Who Buys Company Data for AI? Every Program Compared"](https://regulr.ai/data-licensing/buyers)
5. [micro1, Data partnerships](https://www.micro1.ai/data-partnerships)
6. [Mercor Data](https://www.mercor.com/data/)
7. [Vaultfish, "Who buys company data for AI"](https://vaultfish.com/buyers)
8. [Troveo, "AI Training Data Marketplaces: A 2026 Guide"](https://www.troveo.ai/resources/ai-training-data-marketplace)
9. [Credtent, "AI Training Data Licensing Companies (2026)"](https://credtent.org/guides/ai-training-data-licensing-companies/)
10. [MIT Technology Review, "AI labs are buying data from dead startups to train their models" (Oct 13, 2026)](https://www.technologyreview.com/2026/10/13/1145755/ai-labs-buying-data-from-dead-startups-to-train-models/)
11. [Cascade Data Partners, "How to License Business Data to AI Labs"](https://cascadedatapartners.com/resources/license-business-data-to-ai-labs)
12. [Legal 500, "Selling Company Data For AI Training: What To Know Before You Say Yes"](https://www.legal500.com/intelligence/united-states/privacy/selling-company-data-for-ai-training-what-to-know-before-you-say-yes)

## For AI agents

Markdown for this page: https://tryhighford.com/who-buys-company-data?format=md
Browser instructions: https://tryhighford.com/ai
Skill file: https://tryhighford.com/skill.md

## Site

- [Home](https://tryhighford.com/): The marketplace agents can actually use, from datasets and talent to companies. Built for agents first. Markdown: https://tryhighford.com/?format=md
- [About](https://tryhighford.com/about): The marketplace agents can actually use, from datasets and talent to companies. Built for agents first. Markdown: https://tryhighford.com/about?format=md
- [Maps](https://tryhighford.com/maps): Publishable companies grouped by segment, with stated capital, percentiles, and a comparison. Markdown: https://tryhighford.com/maps?format=md
- [Listings](https://tryhighford.com/deals): Search listings. Markdown: https://tryhighford.com/deals?format=md
- [Wanted](https://tryhighford.com/wanted): What buyers are looking for. Contact stays locked until the buyer accepts an introduction. Markdown: https://tryhighford.com/wanted?format=md
- [Talent](https://tryhighford.com/talent): Roles are public. Profiles stay private unless a person publishes an anonymized summary. Name, employers, and email stay off until an introduction is accepted. Markdown: https://tryhighford.com/talent?format=md
- [Roles](https://tryhighford.com/talent/roles): Roles companies are hiring for. The poster email stays off the card until an introduction is accepted. Markdown: https://tryhighford.com/talent/roles?format=md
- [Private credit](https://tryhighford.com/credit): Loans from public filings with a maturity coming due. Markdown: https://tryhighford.com/credit?format=md
- [Submit a listing](https://tryhighford.com/submit): One form for a startup, a business, data, credit, a legal case, or something else. No account. Markdown: https://tryhighford.com/submit?format=md
- [Data](https://tryhighford.com/data): Dataset listings and data-wanted requests. Unlock returns the contact. Outreach is preview, then send. Markdown: https://tryhighford.com/data?format=md
- [Is my company's data sellable?](https://tryhighford.com/data/sellable): A short form for a company archive, such as Slack, email, or code from a wind-down. Markdown: https://tryhighford.com/data/sellable?format=md
- [Pricing](https://tryhighford.com/pricing): Listing is free. Unlimited search, 50 contact unlocks, and 5 intros a month. A 10-credit pack is $9. Pro is $19 a month. Firm is $49 a month. Markdown: https://tryhighford.com/pricing?format=md
- [Developers](https://tryhighford.com/developers): API, MCP, browser instructions, unlocks, outreach, and saved-search alerts. Markdown: https://tryhighford.com/developers?format=md
- [Docs](https://tryhighford.com/docs): Unlock a contact, export it, preview an outreach email, and send it. Markdown: https://tryhighford.com/docs?format=md
- [AI instructions](https://tryhighford.com/ai): Browser instructions. No signup is required to search or list. Markdown: https://tryhighford.com/ai?format=md
- [Submit a listing](https://tryhighford.com/list): Free listing forms for each category. Markdown: https://tryhighford.com/list?format=md
- [How it works](https://tryhighford.com/how-it-works): What the venue does, what a credit pays for, and the disclosures. Markdown: https://tryhighford.com/how-it-works?format=md
- [FAQ](https://tryhighford.com/faq): Short answers about browsing, credits, and agents. Markdown: https://tryhighford.com/faq?format=md
- [Submit a listing](https://tryhighford.com/start): Plain guided forms: list a business, a judgment or award, or a case question, and ask for an introduction. Markdown: https://tryhighford.com/start?format=md
- [Use with your AI](https://tryhighford.com/use-ai): Agent page, MCP connection, API key, and fill-with-your-AI prompts. Markdown: https://tryhighford.com/use-ai?format=md
- [Data sources](https://tryhighford.com/sources): Which public sources a listing can cite. Searchable counts are on the catalog. Markdown: https://tryhighford.com/sources?format=md
- [Catalog](https://tryhighford.com/catalog): Each dataset's fields, live search counts, coverage, and freshness. Markdown: https://tryhighford.com/catalog?format=md
- [Research](https://tryhighford.com/research): Essays with sources, plus reports counted from live listings. Markdown: https://tryhighford.com/research?format=md
- [Services](https://tryhighford.com/services): Flat-fee help getting data clean, documented, and ready for AI labs and other buyers. Separate from the marketplace. Markdown: https://tryhighford.com/services?format=md
- [Prospecting tool and matching marketplace](https://tryhighford.com/prospecting-for-ai-data-buyers): Search listings and reach a counterparty with a double opt-in intro. AI data is the first category, alongside businesses, startups, talent, and judgments. Markdown: https://tryhighford.com/prospecting-for-ai-data-buyers?format=md
- [Double opt-in intros](https://tryhighford.com/double-opt-in-intros): Both sides agree before a conversation starts. Preview the email, then confirm the send. Markdown: https://tryhighford.com/double-opt-in-intros?format=md
- [Who buys company data](https://tryhighford.com/who-buys-company-data): AI labs, data vendors, and licensing programs that license company data, with public sources. Markdown: https://tryhighford.com/who-buys-company-data?format=md
- [Awards dataset](https://tryhighford.com/datasets/awards): Live award rows with CSV and JSON download. Markdown: https://tryhighford.com/datasets/awards?format=md
- [Startups dataset](https://tryhighford.com/datasets/startups): Live startup rows with CSV and JSON download. Markdown: https://tryhighford.com/datasets/startups?format=md
- [Form D dataset](https://tryhighford.com/datasets/form-d): Live listings that cite SEC EDGAR. Markdown: https://tryhighford.com/datasets/form-d?format=md
- [Glossary](https://tryhighford.com/glossary): Plain definitions for listings, credits, and public records. Markdown: https://tryhighford.com/glossary?format=md
- [Guides](https://tryhighford.com/guides): Short guides for listing, licensing data, and reading cards. Markdown: https://tryhighford.com/guides?format=md
- [Where to sell data to AI labs](https://tryhighford.com/guides/where-to-sell-data-to-ai-labs): How a data owner lists a dataset. The site does not transfer the file or promise a buyer. Markdown: https://tryhighford.com/guides/where-to-sell-data-to-ai-labs?format=md
- [How to license training data](https://tryhighford.com/guides/how-to-license-training-data): What a listing can state. A license is between the owner and the lab, off the site. Markdown: https://tryhighford.com/guides/how-to-license-training-data?format=md
- [Find datasets for LLM training](https://tryhighford.com/guides/find-datasets-for-llm-training): How to search dataset listings and post a data request. A search does not promise a match. Markdown: https://tryhighford.com/guides/find-datasets-for-llm-training?format=md
- [Data requests](https://tryhighford.com/data/requests): Labs post the training data they need. The contact email is not public. Markdown: https://tryhighford.com/data/requests?format=md
- [Press](https://tryhighford.com/press): Boilerplate and marks. Markdown: https://tryhighford.com/press?format=md
- [Changelog](https://tryhighford.com/changelog): What changed. Markdown: https://tryhighford.com/changelog?format=md
- [Disclosures](https://tryhighford.com/disclosures): Marketplace and information service only. Not a law firm, broker-dealer, funder, or data broker. Markdown: https://tryhighford.com/disclosures?format=md
- [Privacy](https://tryhighford.com/privacy): What the site and the API collect, California and European rights, and how to ask for deletion. Markdown: https://tryhighford.com/privacy?format=md
- [Cookies](https://tryhighford.com/cookies): Essential sign-in cookies. Non-essential analytics stay off unless you accept them. Markdown: https://tryhighford.com/cookies?format=md
- [DMCA](https://tryhighford.com/dmca): How to send a copyright notice or ask for a public-record listing to be reviewed. Markdown: https://tryhighford.com/dmca?format=md
- [Acceptable use](https://tryhighford.com/acceptable-use): Rules for listings, the API, and research agents. Markdown: https://tryhighford.com/acceptable-use?format=md
- [Contact](https://tryhighford.com/contact): Write to the desk. Markdown: https://tryhighford.com/contact?format=md
- [Terms](https://tryhighford.com/terms): The terms for using the marketplace and the API. Markdown: https://tryhighford.com/terms?format=md
- [Get a key](https://tryhighford.com/signup): Email a sign-in link and get a free key. No card and no phone. Markdown: https://tryhighford.com/signup?format=md
- [Report a listing](https://tryhighford.com/report): Send a note about a listing. Markdown: https://tryhighford.com/report?format=md
- [For founders](https://tryhighford.com/for/founders): List a startup for free. Markdown: https://tryhighford.com/for/founders?format=md
- [For business owners](https://tryhighford.com/for/business-owners): List a business for sale. You choose who sees the contact. Markdown: https://tryhighford.com/for/business-owners?format=md
- [For claimants](https://tryhighford.com/for/claimants-and-funders): List or search judgments and awards. Markdown: https://tryhighford.com/for/claimants-and-funders?format=md
- [For data sellers and labs](https://tryhighford.com/for/data-sellers-and-labs): Post a wanted request or list a dataset. Markdown: https://tryhighford.com/for/data-sellers-and-labs?format=md
- [For IP](https://tryhighford.com/for/ip): List a patent or a domain name. Markdown: https://tryhighford.com/for/ip?format=md