Who buys company data for AI training?

November 10, 2026 · 6 min read

The buyers of company data are AI labs and the companies building on top of them. They have run out of useful public text and now license private records that show how work gets done. Five kinds of buyer account for most of the market.

The five kinds of AI data buyer

• Frontier AI labs

  The companies training the largest general models. They want long, continuous records of real work across many functions, and buy in volume.

  Email, chat, tickets, projects

• AI agent companies

  Teams building agents that use software and finish tasks. They want complete workflows, step by step, with the outcome attached.

  Tickets, CRM, ERP, task tools

• Vertical AI startups

  Companies building AI for one field, such as legal, accounting, insurance, logistics or engineering. They pay more for specialist expertise.

  Field-specific records and documents

• Evaluation and simulation builders

  Teams that build tests and simulated work environments to measure and train models. They need realistic tasks with known right answers.

  Resolved cases, SOPs, decisions

• Data marketplaces and brokers

  Intermediaries that license data on to the buyers above. They connect companies to many buyers at once.

  Any qualifying dataset

What every buyer checks

• Rights. The company owns the data and no contract blocks licensing it.
• De-identification. Names, customers and secrets are removed in a way that keeps the workflow readable.
• History. Several years on the same tools, so decisions can be followed to their outcomes.
• Volume. Enough records left after cleaning to be worth training on.
• Size. Usually a company with at least 25 employees; for US companies, W-2 employees, not contractors.

Read what data AI labs buy, system by system, or check whether your company qualifies.

How buyers license data

Buyers license data; they don’t buy ownership of it. A typical licence covers agreed uses, such as training, evaluation and simulated work environments, for a set term, then the buyer deletes the dataset. Most licences are non-exclusive, so the same company can license to several buyers. A buyer that wants exclusivity pays more for it, for a limited time.

How companies reach buyers

Large labs rarely run small deals with individual companies. Most company data reaches them through a broker or marketplace that finds qualifying companies, de-identifies the records and negotiates the licence. That is what 6/8 Labs does: the company approves every buyer and release in writing, keeps ownership, and is paid in as little as 7 days after a lab licenses the data. See what an AI data broker does.

Buying data for your AI company?

We license de-identified records of real work from companies across many industries, for training, evaluation and simulated work environments, and arrange custom collections to a specification. Every release is approved by the company that owns it and comes with a licence that protects that company. Tell us what you need.

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