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| Criterion |  Decision Making Red Teaming |  Decision Making RAPID |  Growth A/B Testing |  Decision Making DACI |
|---|---|---|---|---|
Purposedifferent | For strategic decisions with high reach, agreement and gut feeling are often not enough. Red teaming brings deliberate opposition into the situation and tests where a plan breaks under real counterarguments. | 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. | In cross-functional decisions, responsibilities quickly blur between approval, influence, and execution. DACI arranges these roles so decision pressure, contribution, and information stay cleanly separated. |
Complexitydifferent | High | Medium | High | Low |
Timedifferent | 1-4 h | 45-90 min | 1-4 Wochen | 30-60 min |
Participantsdifferent | 3-8 | 3-12 | 1-6 | 2-10 |
Formatdifferent | Workshop | Workshop + async | Async | Workshop + async |
Outputdifferent | Challenge Findings, Risk Register, Mitigation Plan | RAPID Role Map, Recommendation, Decision Log | Experiment results, Decision log, Learning summary | DACI Matrix, Decision Owner, Decision Log |
Tagsno overlap | RiskDecisionSensemaking | DecisionRolesGovernance | ExperimentsGrowthAnalyticsValidation | DecisionRolesGovernanceAlignment |