How would you design a post-launch review system that separates noise from real change?

Instruction: Design a scalable operating model. Be explicit about governance, tradeoffs, escalation paths, and how the system stays useful over time.

Context: Tests whether the candidate can design a scalable PM operating system that remains useful under complexity, politics, and growth.

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I would define the hypothesis, eligible population, primary metric, guardrails, observation window and analysis rule before launch. Analytics owns data validity and uncertainty; engineering owns operational evidence; the PM recommends the product action and the authorized release/product owner decides. A threshold alone cannot tell us whether a launch caused a change.

Early checks would...

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