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| Criterion |  Product Discovery Assumption Mapping |  Decision Making Force Field Analysis |  Decision Making Red Teaming |
|---|---|---|---|
Purposedifferent | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | In change initiatives, supporting and restraining forces sit at the table at the same time. Force Field Analysis makes these tensions explicit and shows where change can be pushed forward by strengthening or relieving. | 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. |
Complexitydifferent | Medium | Low | High |
Timedifferent | 45-60 min | 45-90 min | 1-4 h |
Participantsdifferent | 2-8 | 3-12 | 3-8 |
Formatdifferent | Workshop + async | Workshop | Workshop |
Outputdifferent | Assumption map, Test backlog, Risk ranking | Force Field Map, Change Levers, Risk Notes | Challenge Findings, Risk Register, Mitigation Plan |
Tagsno overlap | AssumptionsRiskExperimentsValidation | ChangeDecisionStrategy | RiskDecisionSensemaking |
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