# License data in acquisition: AI buyers and diligence

> Searching how to sell data in an acquisition? An AI license is another deal. California's merger exception covers a buyer taking control. What diligence asks.

By Matt Burns, Vaultfish. Canonical: https://vaultfish.com/answers/sell-data-in-acquisition  
Published: 2026-08-08  
Updated: 2026-10-14

## The short answer

List the data among the business assets. California's merger exception covers transfers where the buyer takes control of the business. An AI lab license leaves control with you, so the exception may not apply. Diligence will ask for prior data licenses, so keep the records.

Data shows up in an acquisition in two ways. It goes with the business, or it was licensed to someone else before the deal.

## What does the merger exception cover?

The [statute's text](https://cppa.ca.gov/regulations/pdf/cppa_act.pdf) says the business transfers a consumer's personal information as an asset in a transaction where the third party assumes control of all or part of the business. It adds a condition: the information must be used or shared consistently with the statute.

If the buyer materially changes how it uses the data in a way that departs from the promises made at collection, it must give prior notice. The same subparagraph says it does not authorize material, retroactive privacy policy changes.

My [CCPA page](/answers/is-selling-data-to-an-ai-lab-a-sale-under-ccpa) walks through the sale definition around it.

## Does licensing data to an AI lab fit the exception?

On the text, a lab that licenses data does not take over the owner's business. That makes the license a separate question from the acquisition, which is my reading and not a holding. Whether the transfer in a given deal falls inside the exception is for counsel.

## What does diligence ask?

[Frankfurt Kurnit's memo](https://technologylaw.fkks.com/post/102o455/selling-company-data-for-ai-training-what-to-know-before-you-say-yes) says a prior data license will come up in diligence and buyers will expect to see the decision record. It also tells owners to review customer, partner, vendor and data license agreements first.

A license granted without that review is the version an acquirer will question. Keep counsel's notes with the deal file, and run the [rights check](/rights-check) before a buyer call.

How an existing license meets the LOI, the reps and warranties and the data room is in [licensing company data before an acquisition](/answers/license-company-data-before-selling-your-business).

## Do AI buyers approach acquired startups?

Yes, per [BigGo](https://finance.biggo.com/news/d34746c0-e437-4855-93c5-09c6e850550d). Mercor approached the AI startup Warmly eight days after its HubSpot acquisition announcement, with multiple solicitations that the founder declined. Offers for such datasets were reported up to $300,000.

## Will my M&A adviser be paid by anyone else?

Ask your adviser in writing who pays them, how much and when, before they introduce you to anyone. An adviser can be paid by you and also by the firm or buyer they bring in. A written answer shows you whose interests each piece of advice serves.

Talk to a corporate or privacy lawyer in your state before you sign.

Our only referral relationship is with micro1, an AI data company. It may pay us a fee if a company we introduce goes ahead with it. You pay nothing extra. [How we are paid](https://vaultfish.com/disclosure)

Figure: steps Inventory data, counsel review -> Decision record, diligence request -> Buyer takes the asset. A data license around an acquisition runs from an inventory to the buyer's diligence request, with a decision record in between.

_Vaultfish helps you run the process. We are not lawyers and this is not legal advice. If you need counsel who knows this area, we can point you to one._

## Sources

- [statute's text](https://cppa.ca.gov/regulations/pdf/cppa_act.pdf)
- [Frankfurt Kurnit's memo](https://technologylaw.fkks.com/post/102o455/selling-company-data-for-ai-training-what-to-know-before-you-say-yes)
- [BigGo](https://finance.biggo.com/news/d34746c0-e437-4855-93c5-09c6e850550d)