Teaching Contract AI: Skills for Lawyers and Ops
Published 2025-08-26
Curricula should include prompt patterns, retrieval strategies, and governance basics—grounded in real contracts.
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: Compliance Tools for LegalTech: What Really Matters · AI Clause Detection: Finding What Counts