From One-Off Prompts to Real Workflows: Practical AI Hacks for Contract Review Playbooks

Many in-house legal teams have experimented with AI, but few have successfully implemented it in their team’s everyday work like contract review. In this AI Legal Hacks session, we’ll focus on operationalizing AI by building prompt libraries, playbooks, and end-to-end workflows that your teams can actually run, so AI becomes a dependable part of contract work. We’ll cover: Better prompts that scale: write strong prompts and turn them into reusable team standards (context, examples, guardrails)Playbooks from what you already use: translate your standards, precedents, and templates into AI-ready playbooks and prompt librariesFaster reviews from intake: triage low-risk deals, flag risky terms early, and route work to the right reviewer soonerBeyond “summarize”: cleanup, clause extraction, issue spotting, version compares, and structured outputs that plug into your workflow This session is designed for legal operations leaders and in-house counsel looking for practical, experience-based guidance on how to operationalize AI into consistent, scalable contract-review workflows.