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| Criterion |  Product Strategy Counter Metrics |  Operations Change Analysis |  Operations Root Cause Tree Analysis |
|---|---|---|---|
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. | 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. | For a problem with several suspected causes, the method builds a causal structure instead of a mere list. It makes visible how causes connect and where the strongest points of leverage lie. |
Complexitydifferent | Low | Medium | Medium |
Timedifferent | 30-60 min | 45-120 min | 1-3 h |
Participantsdifferent | 2-6 | 2-6 | 2-8 |
Formatdifferent | Workshop + async | Workshop + async | Workshop |
Outputdifferent | Counter Metric List, Guardrail Definitions | Change Matrix, Cause Hypotheses, Validation Questions, Action List | Cause Tree, Evidence Notes, Countermeasures |
Tagsno overlap | MetricsMeasurementStrategyExperiments | ChangeRoot causeTroubleshootingComparison | Root causeTreeIncidentQuality |
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