Should you license company data to AI? Weighing the gains and the costs

• Income from costs already paid. Years of servers, software and storage bills can finally return something. Buyers advertise mostly $100K to $2M for trading businesses.
• The data stays yours. micro1 says ownership remains with the company and the buyer receives a licensed copy.
• No borrowing, no dilution. Polyshares describes its payment as a single license fee, with no shareholding or loan attached.
• Little effort. It is largely an export job. Buyers estimate 1 to 3 hours of the owner's time, and most charge sellers no fee.
• You choose what goes. Nyne's ads let you hold back any folder, and SimpleClosure lets sellers mark material as excluded.

• Permanent rights. micro1's license is perpetual, irrevocable and can be sublicensed, so signing cannot be undone.
• Models do not forget. Your copy can be erased, but a trained model stays as it is. Researchers have shown that models sometimes reproduce training text exactly, contact details included.
• People can be traced. A 2019 study showed 15 demographic traits were enough to pinpoint 99.98% of Americans. Scrubbing lowers the risk without eliminating it.
• Your team may push back. The public reaction to companies selling old Slack messages was mostly negative, and Spirit's flight attendants' union formally opposed that airline's sale.
• Customers will ask. Brokers report that owners' first worry is whether customer details leave the building, and customers will raise the same point.
• It surfaces when you sell. A law firm advising sellers notes that any earlier data license comes up in due diligence, and the acquirer will want the paperwork.
• The final user may be hidden. Sellers frequently cannot find out which lab ends up with the records.

The best fit is a company of 30 or more people with years of orderly records, little client-confidential material and an owner willing to explain the decision to staff. Think of a 45-person logistics business with a decade of dispatch email.

It suits less well when most records are confidential to clients, as at a small law or medical practice, or when staff would see it as a breach of trust. In that case, hold off, or license only the least sensitive material, such as SOPs and procedure manuals.