How AI data licensing deals work
Disclaimer: The author is not a lawyer, accountant, or financial advisor. This article is for general information only and does not constitute legal, tax, or financial advice. Laws and market terms change, so consult a qualified professional before making any decision.
An AI training data licence lets a model developer use a defined copy of your data to train or evaluate models, under terms you negotiate. You do not hand over your systems and you do not usually give up ownership. Here is how these deals are typically structured, in plain language.
Licence vs sale
In a licence, you keep ownership and grant specific rights: which data, for what use, for how long, and whether others can also license it. In an outright sale, ownership transfers. For operating companies, licences are far more common because you still need the data.
Key terms to negotiate
- Scope: exactly which datasets, date ranges and fields are included.
- Permitted use: training, fine-tuning, evaluation, or all three.
- Exclusivity: exclusive licences usually command higher prices; non-exclusive lets you license again.
- Term and territory: perpetual or time-limited; worldwide is typical.
- Anonymization standard: who performs it, what method, and who certifies it. In Canada, align with PIPEDA and, for Quebec data, Law 25.
- Confidentiality: trade secrets, client names and pricing are usually excluded or masked.
- Warranties and indemnities: you will be asked to confirm you have rights to license the data. Check your customer contracts first.
- Payment: lump sum per package is common; some deals add milestones.
What buyers look for
Volume, years of history, consistent structure, English language, and data that shows a full workflow from start to finish (a ticket and its resolution, a project from kickoff to close). See what types of company data sell.
Rights checklist before you apply
- Do customer or client contracts restrict secondary use of data you hold for them?
- Is any data owned by a third party (for example, a BPO handling a client's calls)?
- Does your privacy policy allow anonymized data to be used for other purposes?
- Are there union, employment or confidentiality obligations to consider?
Contact centres and agencies often hold data on behalf of clients. That data may still be licensable, but only with the client's permission.
Pricing
Our partner publicly states approved packages have paid $100K to $2M+. Value drivers are covered in how much is company data worth.
Get advice
Nothing here is legal advice. Have Canadian counsel review any licence, particularly the anonymization and rights warranties.
Could your data qualify? Answer six questions in about two minutes. Nothing is stored.
Check if your company qualifies
Ready now? Apply to license your data (partner link).