# AI data license negotiation checklist

URL: https://aidataforsale.com/templates/ai-data-license-checklist
Publisher: AI Data For Sale (Marketing Signals Ltd)
Updated: 2026-11-10

A free checklist of the commercial and legal terms to agree before drafting an AI training data license: scope, exclusivity, model rights, privacy, price and exit.

The terms buyers and sellers should agree in principle before lawyers draft the license. Use it as a term sheet.

## In short

- Agreeing business terms first makes legal drafting faster and cheaper.
- The most negotiated points are exclusivity, what happens to trained models at the end, and rights warranties.
- Every item has a note explaining why it matters.

## Downloads

- Download the checklist (Word): free, unlocked with an email address at https://aidataforsale.com/templates/ai-data-license-checklist

## Scope

- **Exact data covered**, by reference to a manifest. Ambiguity here causes most disputes.
- **Permitted purpose:** pre-training, fine-tuning, evaluation, or all three.
- **Permitted models:** any model, or named models or product lines.
- **Territory**, if relevant.
- **Affiliates:** may group companies use the data?

## Exclusivity

- **Exclusive or non-exclusive.** See [exclusive vs non-exclusive](https://aidataforsale.com/learn/exclusive-vs-non-exclusive-data-licenses).
- **Field of use**, if exclusivity is limited to a sector or use.
- **Exclusivity period**, which can be shorter than the license term.

## Use restrictions

- No re-identification or contact with individuals.
- No resale, sublicensing or sharing with third parties.
- No training models designed to reproduce the data.
- Output controls, such as filters against verbatim reproduction.

## Delivery and security

- Format and delivery method.
- Storage location and access controls.
- Breach notification period.
- Sample terms before signing, under NDA.

## Privacy

- De-identification method and who performs it. See [de-identification](https://aidataforsale.com/learn/de-identification-for-ai-training-data).
- Exclusions: categories of data removed.
- Responsibility for privacy law compliance on each side.

## Money

- Fee structure: fixed, installments, per unit or royalty.
- Payment timing and milestones.
- Price adjustment if delivered volume differs from the manifest.
- Taxes.

## Rights and risk

- Seller warranty that it holds the rights granted.
- Buyer warranty on lawful use.
- Indemnities and caps.
- Insurance, if either side requires it.

## Term and exit

- License term and renewal.
- Deletion and certification at the end.
- **Trained models after termination:** may the buyer keep using them?
- Audit rights.
- Public disclosure: how the seller is described in training data summaries.

Then use the [AI training data use agreement](https://aidataforsale.com/templates/data-use-agreement) as a drafting base. This template is a starting point for discussion, not legal advice. Have a lawyer review any agreement before you sign it.

## Read next

- [AI training data use agreement](https://aidataforsale.com/templates/data-use-agreement)
- [AI data license agreement guide](https://aidataforsale.com/learn/ai-data-license-agreement)
- [Questions to ask an AI data buyer](https://aidataforsale.com/learn/questions-to-ask-an-ai-data-buyer)

## Questions

### What is the most negotiated term in AI data licenses?

Usually what happens to models trained on the data after the license ends, followed by exclusivity and rights warranties.