A clause library turns AI contracting from case-by-case debate into a repeatable process. For each important clause it holds:
- the model clause (your preferred wording);
- negotiation notes (why it matters and what vendors usually say);
- fallback positions you can accept;
- the walk-away point;
- red flags to spot in the other side's paper;
- a risk rating (how much is at stake if the clause goes wrong).
How to use it in a deal
- Triage the use case first: the data and the stakes decide how hard to push.
- Compare the vendor's paper with your clauses and mark each as preferred, fallback, walk-away or missing.
- Calculate the deal risk: high-risk clauses settled at fallback or missing raise the overall risk more than low-risk ones.
- Escalate by rule: for example, any high-risk clause at walk-away or missing goes to the General Counsel.
- Record the outcome so the next deal starts from what you achieved.
Retention: a clause that changed under people's feet
Even good terms can be overtaken by events. In May 2025, in the copyright case brought by The New York Times against OpenAI, a U.S. magistrate judge ordered OpenAI to preserve and segregate ChatGPT output logs that would otherwise have been deleted (the obligation was lifted in October 2025). Deletion promises in contracts are always subject to legal holds and court orders, so your clause should require notice of such demands where lawful and limit what is kept.