The week legal AI stopped being theoretical Last Tuesday I sat in a demo call with a law firm’s resourcing team. We were showing them how a contracts agent works: an email address that picks up inbound requests, reviews documents against a playbook, drafts responses, and routes finished work

The throughput problem nobody is measuring Legal teams adopted AI faster than anyone predicted. According to the ACC/Everlaw survey, corporate legal AI adoption more than doubled in a single year, from 23% to 52%. Two thirds of in-house teams now expect to reduce their reliance on outside counsel because