Decide when a reversible choice should move into a bounded experiment instead of more analysis.
Neither answer is automatically better. Choose more analysis when the missing fact could change the decision or rollback would damage trust, money, or compliance. Choose the pilot when the door is reversible, the test group is bounded, and you already know the success metric and rollback trigger.
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