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| Criterion |  Product Discovery Assumption Mapping |  Decision Making RAPID |  Decision Making Red Teaming |  Decision Making DACI |
|---|---|---|---|---|
Purposedifferent | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | 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. | 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 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 | Medium | Medium | High | Low |
Timedifferent | 45-60 min | 45-90 min | 1-4 h | 30-60 min |
Participantsdifferent | 2-8 | 3-12 | 3-8 | 2-10 |
Formatdifferent | Workshop + async | Workshop + async | Workshop | Workshop + async |
Outputdifferent | Assumption map, Test backlog, Risk ranking | RAPID Role Map, Recommendation, Decision Log | Challenge Findings, Risk Register, Mitigation Plan | DACI Matrix, Decision Owner, Decision Log |
Tagsno overlap | AssumptionsRiskExperimentsValidation | DecisionRolesGovernance | RiskDecisionSensemaking | DecisionRolesGovernanceAlignment |