Data licensing · Seller's guide
How to sell business data to AI companies
Companies are being paid for the ordinary records a business produces by operating. What it pays has its own page. This one covers who buys, who says you qualify, and what to check before you start.
WritingBy Landon LittleOctober 4, 2026Updated October 9, 20265 min read
The short answer
Yes, some companies are being paid for it. The buyers are AI labs and data-labeling firms, and what they want is the exhaust of ordinary work: the messages, tickets, emails, invoices and dispatch records a business generates just by operating. Reported sales run from about $10,000 to hundreds of thousands of dollars, mostly from shut-down software startups, and two deals in the small-business end of the market closed at $100,000 each, both arranged independently by a partner, not by Nova Solutions.
The numbers are far apart and nobody publishes a price list, so what it pays has its own page: How much is business data worth to AI labs?
Who is buying, and what they do with it
According to Upstarts Media's reporting on SimpleClosure's marketplace, the buyers are AI labs and data-labeling companies. The use that coverage describes is what the field calls reinforcement learning environments: simulated workplaces stocked with a real company's Slack threads, Jira tickets and emails, so an AI agent can practice doing an employee's job. That explains the shape of demand. Labs are not paying for your customer list. They are paying for evidence of how work gets done.
Most of that reporting is about software startups that have shut down. A running manufacturer, distributor or accounting firm is a different seller with different data, and we found no published sales figures for those beyond the provider claims and the two small-business deals.
What each provider says you need to qualify
| Provider | Company size | Data they name | Source |
|---|---|---|---|
| Nyne | At least 20 full-time U.S. W-2 employees and three years in business | Accounting, CRM and support, scheduling and dispatch records | Nyne's own page |
| micro1 | 30 or more employees, US companies prioritized, documentation in English | SOPs, knowledge bases, CRM data, project histories, support tickets, financial and logistics processes | micro1's data partnerships page, read October 9, 2026 |
| Troveo | No minimum stated on its own page. aitrainer.work reports about 100 or more | Email, chat, CRM, tickets and files | Troveo's page and aitrainer.work |
| Mercor | No published minimum or maximum | Read-only connections to business tools | Reported by aitrainer.work |
| Nova Solutions | 20 or more employees, three years of records, US-based, in its listed industries | Work conversations, business software exports, company drives, operating records | Nova Solutions' data licensing page |
Two cautions. aitrainer.work says on its own site that some buyers pay it a fee when a company it refers signs, so it is a referral site, not a neutral index, and we have not checked its micro1 and Mercor rows against those companies' own pages. Troveo is the example of why that matters: the secondary source gives a size that Troveo's own page does not.
What to check before you talk to anyone
- Where does the work actually happen? Records in accounting, CRM, ticketing or scheduling software can be exported. Work that lives in spreadsheets, personal inboxes and people's heads usually cannot.
- How many years does each system go back? Nyne asks for three years in business, and the large archive sale reported in the press covered 13 years.
- Whose information is in it? Customers, employees, suppliers, and anyone whose data a customer gave you. Each carries different rules and different promises.
- What did you promise? Read your privacy policy, customer contracts and vendor agreements before you read any statute, because a published promise can be stricter than the law.
- Can it be de-identified to a legal standard? In California that means a defined three-part test, not just removing names. Can a business legally license its own customer data? walks through it.
- Would the license be exclusive? A non-exclusive license leaves the originals with you and leaves you free to license again. An exclusive one does not. What is actually in a data licensing agreement covers the clauses that decide it.
- Who has to sign, and do employees need to know? For message archives especially, your own policies and employment agreements may matter as much as customer contracts. That is our judgment, not something the sources settle, so ask a lawyer.
Where Nova Solutions fits
Nova Solutions sets up data licensing partnerships for businesses that own operating data. We prepare a de-identified copy, take it to AI labs and model developers, and bring back the offer. You approve the buyer and the price before anything moves, you keep every original, and we are paid a percentage only if you accept an offer and the deal closes. If you want to know whether your own systems are worth a conversation, the short call on the data licensing page is the place to start.
If you are not a running business, or what you hold is research, scientific or personal data, Data licensing companies by seller type covers which routes exist for other sellers.
Sources
- AI Weekly, Mercor chases shuttered startups' Slack and Jira archives, August 15, 2026. Summarizes reporting by Forbes, The Information and Fast Company.
- Upstarts Media, What Fetches Top Dollar On The Dead Startup Data Marketplace?, September 3, 2026.
- Nyne, Company data partnerships, read October 4, 2026.
- micro1, Data partnerships, read October 9, 2026.
- Troveo, enterprise data licensing, read October 4, 2026.
- aitrainer.work, enterprise provider comparison, read October 4, 2026. A referral site that discloses fees from some buyers.
- Nova Solutions, data licensing, for the two deals and the terms of our own arrangement.
Questions this post answers
- Can a small business sell its data to AI companies?
- Some already have. Reported sales run from about $10,000 to hundreds of thousands of dollars, mostly from shut-down software startups, and two deals in the small-business end of the market closed at $100,000 each. What you hold and what you have the right to license decide whether it is possible at all.
- What kind of business data do AI companies buy?
- Records of how work actually gets done: internal messages, tickets and email, accounting and CRM history, and scheduling and dispatch records.
- How do I know if my company qualifies?
- Providers publish different bars. Nyne says at least 20 full-time U.S. W-2 employees and three years in business. micro1's own page asks for 30 or more employees and prioritizes US companies. Nova Solutions works with US operating businesses with at least 20 employees and three years of records and lists the industries it works with on its data licensing page.
- Do I give up my data if I license it?
- Not with a non-exclusive license. You keep the originals and can license again. An exclusive license is different, so read the exclusivity term before any other.
- Is it legal to license my business data?
- Often, but not in the form it is sitting in now. Under California's CCPA, de-identified data has a defined three-part test, and your own privacy policy and contracts can be stricter than the law. This is general information, not legal advice.
Wondering what your own data is worth?
We set up the deal on your behalf: you approve the buyer and the price, you keep every original, and nothing is owed unless a deal closes.