Diagnostic

Wrong vs. right way to diagnose churn

WRONG

Churn went up → pick most plausible cause

Based on loudest stakeholder in the room

Whatever lever team can measure

RIGHT

Classify last 50 churned by archetype

Find actual distribution driving the number

Match intervention to failure mode

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