Contract Review Agents That Turn Past Deals Into Better Outcomes

This post introduces Contract Review Agents as an evolution of the Contract Negotiation Software. It details the technical process of building these agents by capturing institutional knowledge through executed contracts, negotiation guidelines, playbooks, and agent-led interviews. Key technical contributions include the ability to benchmark redlines against past deals using a precedent bank and a mechanism for keeping review standards current by analyzing completed deal data to identify divergences and recommend updates. The integration of 'Memory' for individual lawyer preferences is also highlighted.