If you run a law firm or an in-house legal team, the templates, playbooks, know-how memos and training materials your lawyers have built up over the years are work AI labs want their models to learn from. Buyers tell us legal is on the short list of industries they'll pay a premium for. It's also the industry where the most has to stay out, because anything relating to a client matter is off the table. Read on to find out why labs want legal work, what in your firm you can license, what can't be touched, and how the process runs.
Why AI labs want legal work
Buyers pay a premium for full company datasets from industries built on high-value knowledge work, and legal is one of the industries they name. Drafting a contract, taking a position in a negotiation and reasoning through a question of law take years to learn, and the record of how a good firm does it isn't on the public internet. A statute is public. Your firm's playbook for what to accept, what to push back on and why is not.
Our guide to who buys company data for AI training covers the four kinds of buyer and how you reach them.
What GDPval shows about legal work
OpenAI's GDPval benchmark, published in September 2025, shows which jobs labs measure their models against. It tests AI models on real tasks from 44 occupations across the nine sectors that each contribute more than 5 percent of US GDP. Lawyers are one of the 44, under professional, scientific and technical services, alongside accountants and auditors, software developers, computer and information systems managers, and project management specialists.
OpenAI built each task from the work product of a working professional. Those professionals average 14 years of experience, and a task takes an expert about seven hours to complete. OpenAI also reports that models perform better when they get more context about a task, and your firm's precedents and playbooks hold that kind of context for real legal work.
What a law firm can license
Start with what your firm owns outright and wrote for itself. That pool is narrower than in other industries, and it's where the value sits.
| What you hold | What it shows | What has to come out first |
|---|---|---|
| Templates and precedent banks | How your firm drafts, clause by clause, and how the forms changed over the years | Client names, deal terms and anything lifted from a specific matter |
| Negotiation playbooks and fallback positions | What you accept, what you push back on, and why | Positions written for a particular client |
| Know-how and general research memos | How your lawyers reason through a question of law | Memos written for a client matter |
| Training materials and practice guides | How you teach the work to new lawyers | Examples drawn from real matters |
| Published alerts, articles and newsletters | Your firm's thinking on changes in the law | Nothing, if your firm wrote and owns them |
| Internal email and chat about the firm's own work | The reasoning between the documents | Anything about a client matter, and personal details |
The value is highest where these connect. A template linked to the playbook that explains each clause, the training guide that teaches it, and the revisions that followed a change in the law is a complete record of how your firm practices. If your in-house team holds the company's own contracts, our guide to what your company's docs are worth to AI labs covers how those get exported and licensed, and our guide to how financial firms can license their data to AI labs covers another industry on the buyers' list.
What has to stay out
Lawyers already know this list, and we state it so the scope is clear before anything is exported:
- Anything relating to a client representation. Your duty of confidentiality covers more than privileged material, so client files, matter documents, drafts for a client and correspondence stay out.
- Anything received under a protective order, a confidentiality agreement or a court seal.
- Legal research content, practice guides and forms you license from a publisher.
- Work product you treat as a competitive edge and want to keep in house. Many firms start with retired templates and older playbooks.
- Names and personal details of clients, opposing parties, witnesses and staff, which are replaced with pseudonyms to a documented standard.
- Credentials and access details.
Your firm's ethics and risk partners should sign off on the scope before anything is exported, and the rules of your bar decide what's possible. If your firm also does work for clients under their own ownership terms, our guide to what agencies and consultancies can license to AI labs covers what you own and what your clients own.
Work with a clear record is the easiest to license
Buyers tell us that the more objectively a piece of work can be checked, the more readily they license it. Legal work is checked differently from a financial model, and the clearest record a firm holds is how its own forms evolved. A clause that was added after a dispute, a fallback position that got adopted, and a template that was revised when the law changed each carry their reasoning with them. Our guide to how much your company's data is worth to AI labs covers the six factors behind the price.
What it's worth
Typical full-company licensing deals start at six figures, and buyers pay a premium above that for industries like legal. There's no rate card, and a real number takes a scoping call. One public reference point is Spirit Airlines, whose operating records drew bids of 10 million and 12.5 million dollars in bankruptcy court. Our breakdown of the Spirit Airlines data deal covers what was in it.
How the process runs
Licensing through us runs in four stages:
- Scope. You take the assessment, we hold a short scoping call, and you decide what's in and what's out.
- Agree. You review and sign standard terms covering your license and your earnings.
- Package. You export the documents with our guidance, and we replace names and personal details with pseudonyms, document what's included in a manifest, and get it ready for buyers.
- Get paid. Buyers evaluate the data without knowing whose it is, and you're paid on every sale.
You keep ownership the whole way through, and your firm is never named publicly. Our guide to how long it takes to license your company's data covers the timeline and what buyers check, and our owner's guide to licensing company data for AI covers the full process.
Where to start
The quickest way to find out what your firm's own work could license for is to take our free data value assessment (ten questions about your systems, history and industry, about five minutes). You get an estimate, and a scoping call after that gets you a real number.
Where Troveo fits
Troveo is a data licensing marketplace. We work with more than 40 active buyers and we've paid rights holders more than 20 million dollars. You sign one license, you decide what's in and what's out, we handle the packaging and every buyer conversation, and you're paid on every sale with no fees and no deductions. Start with the data value assessment, read our business data page for how the process works, or talk to us about what your firm holds.