Contract AI for Law Firms: Client Service that Scales
Published 2025-08-26
Firms can productize know‑how with clause kits, deviation checks, and guided proposals.
Successful teams combine retrieval‑augmented generation with clause libraries and audit trails. Rather than chasing perfect automation, they aim for dependable assists—drafting first passes, surfacing fallback language, and highlighting the deviations that matter.
This article shares practical checklists: how to pick pilot use cases, set acceptance thresholds, and measure outcomes like cycle time, error rates, and adoption. The goal is simple: tools that help legal and business teams reach agreement faster without increasing risk.
Related reading: AI‑Enabled Legal Consulting: Delivering Outcomes · Teaching Contract AI: Skills for Lawyers and Ops