Choose a test that can change the next decision.
Start with a plausible explanation and the uncertainty that matters. A bounded test may change one handoff, approval rule or customer segment. Name the scope, responsible person, cost or risk limits and the review condition. If the action cannot be reversed, the first test may need to be an observation or rehearsal rather than a live change.