Data Licensing for Company Records: The Six Steps
From the first form to money in the bank, here's what happens in a data licensing deal and how long each step takes.
New to this? Start with the main guide on how to selling data to AI buyers, then use this page for the detail.
A buyer looks at what systems you have, reviews a sample, makes a written offer, and signs a license that spells out exactly what's included. A privacy specialist strips identifying details, you deliver the data, and you're paid after it's approved. With a direct buyer, expect one to two weeks to an offer and 30 to 60 days from delivery to payment.
The six steps of a data licensing deal
| Step | What happens | Typical time |
|---|---|---|
| 1. Intake | You list your systems, roughly how much is in each, and how many years you've used them | 15 minutes |
| 2. Sample review | The buyer looks at a small sample to judge depth and quality | A few days |
| 3. Offer | A written offer covering the data, the term and the price | 1 to 2 weeks from intake |
| 4. Contract | The license defines scope, permitted uses and exclusions | 1 to 3 weeks, depending on your lawyer |
| 5. Anonymization and delivery | Identifying details are removed before anything moves downstream | Varies with size |
| 6. Payment | Money moves after the data is approved | Net 30 to 60 days |
What you need before you start
- A list of systems. Chat, email, CRM, support, project management, call recordings, code. The guides by system show where to find each one's size.
- Rough sizes. Message counts, mailbox storage, ticket counts. An estimate from the admin console is enough at intake.
- Years of history. Buyers care about continuous history more than raw volume.
- Your contracts. Customer agreements and vendor terms, so you can spot anything that restricts what you can license.
- Live accounts. Don't cancel or delete anything until the deal is done. Deleted workspaces have nothing left to license.
What happens in the sample review
Serious buyers price after they've seen the record, not before. They're checking a few things: how much real discussion is in writing, how far back the history goes, how consistently the team used each tool, and whether the records belong to you or to your clients.
Templated messages, bot traffic and empty channels lower the price. Long threads where people argue through a problem and hand off work raise it.
What's in the offer and contract
The offer names the data included, how long the license runs and the price. The contract adds the detail: permitted uses, what's excluded, the anonymization standard, who does it, and when you get paid. Read our guide to data licensing agreement terms before you sign.
How anonymization fits in
Names, emails, phone numbers, account numbers and other identifying details are removed before the data reaches AI developers. With direct buyers, a specialist privacy firm usually does this. See how company data is anonymized for the methods.
How to speed it up
- Have sizes and years ready for every system at intake.
- Get your lawyer lined up before the offer arrives.
- Keep admin access to every system so exports aren't blocked.
- Go to a direct buyer rather than a marketplace that has to find one first. You can request an offer from Polyshares.
Next in this series: data buyers and is selling data legal.
Common questions
How long does a data licensing deal take?
Usually one to two weeks to an offer and a few weeks for the contract. Payment typically follows 30 to 60 days after delivery.
Do I have to send all my data up front?
No. Buyers review a sample first. The full delivery happens after the contract is signed.
Who removes personal information?
Usually a specialist privacy firm hired by the buyer, before anything goes to AI developers.
Does it cost anything to get an offer?
Not with a direct buyer. Brokers and marketplaces usually take a percentage when a deal closes.
- Polyshares published terms. https://polyshares.com/
- Fast Company: Shuttered startups are selling old Slack chats and emails to AI companies. https://fastcompany.com/91528808/shuttered-startups-are-selling-old-slack-chats-and-emails-to-ai-companies
- Troveo: Can a company license its data for AI?. https://www.troveo.ai/resources/license-company-data-for-ai