Measure the AI workflow, not the demo
Design a small PDCA test for an AI workflow with clear success, risk, and learning measures.
The move: run AI pilots as learning cycles. PDCA stands for Plan, Do, Check, Act. It is a practical way to test change without pretending the first version is the final operating model. For generative AI, the Plan step should define the workflow, not just the prompt. Name who uses the tool, what source material is allowed, what success looks like, what risks must not increase, and how review will work. The Do step should be small and realistic: a real team, real inputs, real deadline pressure, and a limited time box. The Check step must include hidden costs such…
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