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| Criterion | ![]() Engineering Failure Scenario Analysis | ![]() Growth North Star Metric | ![]() Growth Hooked Model | ![]() Product Strategy KPI Tree |
|---|---|---|---|---|
Purposedifferent | In critical processes, it is not enough to plan only for the normal case. Failure Scenario Analysis looks at the path into failure and shows which failures, chains, and control gaps cause the most damage. | When product teams track many metrics, the view of the actual customer outcome easily gets lost. A North Star Metric bundles growth, usage, and value contribution into one signal that makes the system's direction visible. | The Hooked Model helps clarify engagement loops, user behavior, and experiments. It makes repeat behavior measurable and captures the result as a hooked loop, trigger map, and reward design. | 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. |
Complexitysame | Medium | Medium | Medium | Medium |
Timedifferent | 1-3 h | 1-2 h | Multiple workshops over several weeks | 90-180 min initial, dann laufend |
Participantsdifferent | 3-8 | 3-8 | 2-8 | 3-8 |
Formatdifferent | Workshop | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Failure Scenarios, Risk Notes, Control Gaps, Test and Response Actions | North Star metric, Input metric tree, Measurement cadence | Hooked loop, Trigger map, Reward design, Ethics check | KPI Tree, Owner List |
Tagsno overlap | FailureResilienceRisk | GrowthMetricsAlignmentRetention | GrowthBehaviorRetention | MetricsStrategyAlignmentMeasurement |



