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| Criterion |  Systems Thinking VUCA Scan |  Decision Making Red Teaming |  Product Discovery Assumption Mapping |  Decision Making Cynefin Workshop |
|---|---|---|---|---|
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. | 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. | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | When problems are unclear, chaotic, or only seemingly familiar, standard recipes fall short. A Cynefin Workshop sorts situations by the nature of their problem and connects them with matching action logic. |
Complexitydifferent | Low | High | Medium | Medium |
Timedifferent | 30-90 min | 1-4 h | 45-60 min | 60-180 min |
Participantsdifferent | 1-10 | 3-8 | 2-8 | 4-20 |
Formatdifferent | Workshop + async | Workshop | Workshop + async | Workshop |
Outputdifferent | VUCA Map, Response Options, Signal and Learning Plan | Challenge Findings, Risk Register, Mitigation Plan | Assumption map, Test backlog, Risk ranking | Cynefin Map, Domain-specific Actions, Sensemaking Notes |
Tagsno overlap | SensemakingUncertaintyComplexityStrategyForesight | RiskDecisionSensemaking | AssumptionsRiskExperimentsValidation | ComplexitySensemakingDecision |