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| Criterion |  Decision Making Risk Matrix |  Decision Making RAPID |  Growth A/B Testing |  Product Strategy ICE Scoring |
|---|---|---|---|---|
Purposedifferent | 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. | In complex management decisions, clarity is often missing about who recommends, who agrees, and who makes the decision. RAPID creates this assignment and stabilizes decisions across several levels. | 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 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. |
Complexitydifferent | Low | Medium | High | Low |
Timedifferent | 30-60 min | 45-90 min | 1-4 Wochen | 30-60 min |
Participantsdifferent | 3-10 | 3-12 | 1-6 | 2-8 |
Formatdifferent | Workshop + async | Workshop + async | Async | Workshop + async |
Outputdifferent | Risk Matrix, Top Risk List | RAPID Role Map, Recommendation, Decision Log | Experiment results, Decision log, Learning summary | ICE Table, Top Idea List |
Tagsno overlap | RiskDecisionPrioritizationAssessment | DecisionRolesGovernance | ExperimentsGrowthAnalyticsValidation | PrioritizationScoringGrowthDecision |