Strategy, Goals & Success Definition

Metrics Validation

How much can AI do here? AI: VERY HIGH

The AI-Assisted Workflow

  1. 1. STATISTICAL VALIDATION: AI runs data quality checks.
  2. 2. CORRELATION ANALYSIS: AI checks metric correlates with business outcome.
  1. 3. SENSITIVITY TESTING: AI tests if metric detects planned changes.
  2. 4. INTERPRETATION: PM decides if metric is trustworthy.
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