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| Criterion |  Engineering Failure Scenario Analysis |  Product Strategy ICE Scoring |  Growth A/B Testing |  Decision Making Risk Matrix |
|---|---|---|---|---|
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 ideas need sorting quickly, it condenses impact, confidence, and effort into one compact score. It connects customer value, product logic, and decision priorities. The result is captured as an ICE table and top-ideas list. | When two variants compete, discussions quickly decide by taste rather than effect. A/B Testing checks behavior under controlled conditions and separates real improvement from chance or expectation effects. | When a project faces many possible disruptions, it quickly becomes unclear which risks deserve attention first. It separates options, evaluation criteria, and open risks. The result is captured as a Risk Matrix and a Top Risk List. |
Complexitydifferent | Medium | Low | High | Low |
Timedifferent | 1-3 h | 30-60 min | 1-4 Wochen | 30-60 min |
Participantsdifferent | 3-8 | 2-8 | 1-6 | 3-10 |
Formatdifferent | Workshop | Workshop + async | Async | Workshop + async |
Outputdifferent | Failure Scenarios, Risk Notes, Control Gaps, Test and Response Actions | ICE Table, Top Idea List | Experiment results, Decision log, Learning summary | Risk Matrix, Top Risk List |
Tagsno overlap | FailureResilienceRisk | PrioritizationScoringGrowthDecision | ExperimentsGrowthAnalyticsValidation | RiskDecisionPrioritizationAssessment |