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| Criterion |  Product Strategy Counter Metrics |  Operations Root Cause Analysis |  Operations Change Analysis |  Product Strategy KPI Tree |
|---|---|---|---|---|
Purposedifferent | When a headline metric could mask side effects, it adds guardrail signals against unwanted outcomes. It connects customer value, product logic, and decision priorities. The result is captured as a counter-metric list and guardrail definitions. | When a problem keeps recurring and the cause stays unclear, the method exposes the underlying mechanism. It separates symptom, guess, and robust explanation from one another. | For a deviation after a change, the method isolates the influence of the altered condition. It narrows down which differences are relevant and which are just accompanying noise. | When metrics across the organization drift apart, it arranges drivers and effects under one shared logic. It connects customer value, product logic, and decision priorities. The result is captured as a KPI tree and owner list. |
Complexitydifferent | Low | Medium | Medium | Medium |
Timedifferent | 30-60 min | 1-4 h | 45-120 min | 90-180 min initial, dann laufend |
Participantsdifferent | 2-6 | 3-8 | 2-6 | 3-8 |
Formatsame | Workshop + async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Counter Metric List, Guardrail Definitions | Problem Statement, Cause Hypotheses, Confirmed Causes, Action Plan | Change Matrix, Cause Hypotheses, Validation Questions, Action List | KPI Tree, Owner List |
Tagsno overlap | MetricsMeasurementStrategyExperiments | Root causeProblem solvingQualityIncident | ChangeRoot causeTroubleshootingComparison | MetricsStrategyAlignmentMeasurement |