AI companies have read most of the public internet. What they still lack is how real businesses actually work: the steps a warehouse follows when a shipment arrives damaged, how a support team resolves a billing dispute, how a sales rep moves a deal from quote to close. That knowledge lives inside ordinary companies, in their SOPs, tickets, CRM notes and project files.
That is why a growing number of AI data buyers now pay established businesses to license those records for AI training. This guide explains how it works, in plain English.
License, not sale
In most deals you are not selling your company or handing over your files forever. You grant a license: written permission for the buyer to use a copy of certain records for AI training, under the terms of a contract. You keep ownership of your data.
The contract spells out what is included, how personal information is handled, whether the license is exclusive, and how and when you get paid. Read those terms carefully. They matter more than the headline number.
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What kinds of records buyers look for
The more real, varied and well-kept the records are, the more useful they are to a buyer.
- Standard operating procedures, playbooks and training material
- Internal wikis and knowledge bases
- CRM records and sales notes
- Customer support tickets and QA or inspection logs
- Project and operations histories
- Sales and pricing records, email or chat archives (with personal details removed)
Who usually qualifies
- About 30 or more employees at peak (some programs start at 20)
- Two or more years in business
- US or other Western market
- Records mostly in English
- Active, winding down, or already closed — as long as the records still exist and someone has authority to license them
How the process works
From first application to payment usually takes weeks to a few months. Most of the time goes into review and data transfer.
- Check your fit: size, age, market and the records you kept.
- Apply with a data buyer. The buyer reviews your company and gives an initial estimate.
- The buyer values your data more closely and sends an offer.
- You review and sign the contract directly with the buyer.
- Records are prepared, personal information is removed, and data is transferred.
- The buyer reviews the data and pays under the contract.
How much is it worth?
Buyers publish ranges for company data deals of roughly $100K to $3M+, depending on company size and the type and depth of records. Every deal is valued by the buyer, and there is no guarantee of an offer. Be wary of anyone who promises you a specific number before a buyer has looked at your records.
Five things to check before you sign
- Exclusivity: can you license the same records to another buyer later?
- Scope: exactly which records and which years are included?
- Privacy: how is personal information removed, and who does it?
- Payment: when are you paid — on signing, on delivery, or after the buyer accepts the data?
- Authority: are you the right person to sign? For closed companies this can be complicated — ask your lawyer.