Product Experimentation

End-to-end product experimentation: from assumption mapping through method selection, instrumentation, guardrail enforcement, and decision-readout that updates the product roadmap. Owns the complete experiment workflow; routes statistical design and rollout mechanics to specialist skills.

Pipeline

ASSUMPTIONS → [HYPOTHESIS] → [METHOD SELECT] → [INSTRUMENT] → [RUN] → [DECIDE] → [RECORD]
                  |                |                |           |          |           |
             Experiment       Qualitative       Tracking     Guardrail   Decision    Readout
               brief          Prototype          plan         monitor     rules      learning
                              Operational
                              Quantitative

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