AI Training Data Broker

How a deal runs

This is the process I follow with every seller. It is modelled on how a good sell-side broker runs a business sale: inventory, rights, presentation, competing offers, terms, close.


  1. Qualify. You fill in the intake: systems, counts, years, where the data lives, who owns it, whether outcomes are recorded. Ten minutes. I reply within one business day with a yes, a no, or the two questions that decide it.
  2. Technical walk-through. Thirty minutes on a call. I map how work moves through your tools: where a request starts, where it gets discussed, where the decision lands, where it closes. The chain is what buyers price.
  3. Rights check. You own your operating record. You do not own what you hold for clients under a master agreement. We separate the two and read your customer terms for de-identified-use language. This is the step that quietly kills the most deals, so it comes early.
  4. Organize and present. I write a one-page summary: what it is, how big, how many years, which systems, what outcomes it carries, rights status, what is excluded. No files leave you.
  5. Buyers compete. The summary goes to the buyers asking for your industry this month. I know who that is because they tell their referrers. You see every offer side by side.
  6. Negotiate. Price, exclusivity term, scope of use, one-off or ongoing, handling and deletion rules, liability. Never perpetual. If you are planning to sell the company, the term ends before your exit.
  7. De-identify. A third-party vendor takes the export, swaps names, emails, phones and account numbers for stable pseudonyms, keeps the relationships, holds raw files about a week, deletes them. You review a sample. Finance and legal records can be done on your premises at higher cost.
  8. Deliver and accept. The buyer receives the de-identified package and has an acceptance window written into the license.
  9. Get paid. On the terms in the license. The buyers I work with pay between a week and sixty days after acceptance. Finder's fee comes from the buyer. Advisory fee, if any, was agreed with you at step four.

What can kill a deal

What I will not do

Start with the intake