Licensing your company's data to AI labs: what buyers say they pay
Quick answer, Oct 29, 2026As of 29 October 2026, several AI-data buyers publish programs to license a company's operating records. Their stated ranges run from about $10,000 to over $4 million per company, usually for firms with 20 to 40 or more employees. These are advertised ranges, not agreed prices, and every deal turns on whether you hold the rights to license the data.
micro1, Scale AI, Handshake AI and Mercor publish programs that license a company's operating records. They are destinations the data goes to. Frontier Desk is the company's advisor for that sale or license: the right buyer, the right exchange, the right terms, and the right plan. A company may want to raise capital, borrow, or sell, and the licence is part of what those parties read. It can change diligence, valuation, exclusivity, and the intellectual-property and customer-data obligations that remain. The company may also want the proceeds for other work, including putting the money back into the business. The right plan is the one that still fits the rest of the company's situation.
What the public programs say (company-stated, checked 29 October 2026)
| Buyer | Stated range per company | Who qualifies |
|---|---|---|
| micro1 | typically $150K to over $2M | 30+ employees, mostly English; page |
| Scale AI | $10K to $1M+, illustrative | 40+ employees preferred; page |
| Handshake AI | $100K to $4M+ | 20+ employees, 3+ years; page |
| Mercor | no amount; "based on data volume, the tools you connect, and depth"; page | listed industries include professional services, finance and insurance, legal |
micro1 also announced a $1 billion commitment over 12 months to buy enterprise data (9 October 2026, source). These are the buyers' own figures. We have not seen the prices actually paid.
What they ask for
Records from the systems the company already runs on: Slack or Teams, email, CRM, accounting or ERP, support tickets, documents and code. Buyers usually do the de-identification themselves.
The question every deal turns on: rights
Being able to export a record does not mean you may license it. Customer contracts, employee privacy and any consent you gave decide it. The bankruptcy sale of Spirit Airlines' business data drew objections over employee privacy and moved its court hearing to 6 November 2026 (reported by Reuters and Travel Weekly). Check rights before you apply.
What a licence does to the rest of the plan
Records with value of their own can be priced separately in a sale of the company, and a buyer of the company will ask what a licence already granted means for that sale. The same licence is read if the company raises capital or borrows. Diligence covers what was licensed, whether it is exclusive, and which intellectual-property and customer-data obligations remain, and those facts can change the valuation. A company may also want the proceeds for other work, including putting the money back into the business. That use still has to live with the obligations the licence leaves in place.
Where Frontier Desk fits
Frontier Desk advises that sale or license to the right buyer, through the right exchange, on the right terms and the right plan for that whole situation. In the exit roadmap we have the company's records valued and the plan says what selling or licensing them would mean for a sale. See also what to do with your records.
Questions
How much can a small company get? The programs advertise from $10K, with most ranges starting near $100K or above. Treat these as ceilings from the buyer's marketing, not offers.
Is it safe? Not by default. Check rights and consent, what is de-identified and by whom, whether the licence is exclusive, and how long the buyer keeps the data.