Should you train your own AI model instead of selling your company's data?

You can often do both. A data license gives an AI company a copy of your records, and the company that licenses them usually keeps the originals and the right to use them. What decides it is whether the license is exclusive, and whether a model of your own would earn more than the license pays.

A license usually leaves you the records and the right to use them

Mode says “your company keeps its original records and systems”, and its agreement “defines its scope and any exclusivity.” Telegraph says any exclusivity “must be explicitly agreed.” Miro Advisory says you keep ownership of your systems, records and intellectual property. An exclusive license can stop you licensing the same records to anyone else, so ask what it covers and whether it limits your own use before you sign.

You can use AI on your records without training a model

There are two common ways to put AI to work on your own records: connect an existing model to the company’s documents, or tune an open model on them. Both work from a copy of the records. A license that isn’t exclusive leaves both options open, so you can take the payment now and build later.

A model of your own pays only while someone runs the company

A model earns its keep through the work it saves or the product it becomes. A company that is closing has no team left to use one, and its records often disappear when the accounts end. The deletion clock shows how long each tool keeps data after you cancel. For a closed company, a license may be the only way the records still earn anything.

Keep back the records that set your company apart

If some records hold your pricing, methods or playbooks, you may not want any outside model to learn from them. You can leave those out and license the rest. One agency owner told Business Insider on October 13, 2026 that he licensed his company’s Figma and Canva files, onboarding checklists and Google ads to micro1, with no client-specific material. “If AI is going to be trained, why not be part of that, and do it responsibly?” he said.

Put the license payment next to what your model would earn

micro1 publishes tiers from $100K to $500K for qualified partnerships up to $3M+ for highly unique data, and says it pays in full within 30 days of acceptance. Telegraph lists a $350,000 deal with a 60-person accounting firm. The worth estimator shows what three AI companies’ own estimators give for a company your size, and the offer check compares an offer you already have.