Have you ever run a contract through AI, watched it miss the clause that mattered, and then gotten an “Oh, you’re right” when you pointed it out? That is not a reliable review process. As teams bring AI into contracts, policies, code reviews, and other high-stakes workflows, chat prompts and general-purpose tools can skip steps, lose context, and leave no clear record of what was checked. Learn how to orchestrate agentic AI systems that break complex reviews into traceable sub-jobs, manage context with structured memory, validate each step, and prove what was checked instead of relying on a single “review this” prompt.