This is truly a great use of AI.

Ivo Benchmarks is turning a company’s legal contract review history into live guidance for the lawyer reviewing the next deal.

AI must make a private judgment call of a senior attorney into a documented pattern.

I’ve seen this firsthand: the failure of legal software is that its memory rarely appears when a lawyer actually needs it.

A senior attorney may know that the team never accepts a certain indemnity clause, or that shorter renewal windows usually survive negotiation, but that knowledge is fragile because it lives in people, not systems.

Ivo Benchmarks tries to make that memory operational by comparing the clause in front of you with the positions your company has actually taken before.