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| Criterion |  Systems Thinking VUCA Scan |  Product Discovery Assumption Mapping |  Decision Making Red Teaming |
|---|---|---|---|
Purposedifferent | The VUCA Scan helps read difficult situations more precisely. Instead of treating unclarity as generally complicated, the method separates fast change, missing knowledge, systemic entanglement, and ambiguous interpretation. | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | 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 | Low | Medium | High |
Timedifferent | 30-90 min | 45-60 min | 1-4 h |
Participantsdifferent | 1-10 | 2-8 | 3-8 |
Formatdifferent | Workshop + async | Workshop + async | Workshop |
Outputdifferent | VUCA Map, Response Options, Signal and Learning Plan | Assumption map, Test backlog, Risk ranking | Challenge Findings, Risk Register, Mitigation Plan |
Tagsno overlap | SensemakingUncertaintyComplexityStrategyForesight | AssumptionsRiskExperimentsValidation | RiskDecisionSensemaking |
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