Design experimentation governance for a large multi-product organization.

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 govern experimentation through a shared contract, not just a shared tool. Every experiment should have a clear hypothesis, owner, target metric, guardrails, expected duration, and a minimum evidence standard before it starts. For higher-risk tests, such as pricing, trust-sensitive UX, or policy-sensitive flows, I would add a lightweight cross-functional review before launch.

I would also keep a central experiment library and decision...

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