Ironclad turned 11 workflows into agent tests. The rubric is the release artifact
OpenAI and Ironclad converted contracting work into 11 research tasks with explicit acceptance criteria. The transferable lesson is how to make business rules executable, measurable, and reviewable before an agent reaches production.