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| Criterion |  Decision Making Red Teaming |  Systems Thinking VUCA Scan |  Product Discovery Assumption Mapping |
|---|---|---|---|
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. | 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. |
Complexitydifferent | High | Low | Medium |
Timedifferent | 1-4 h | 30-90 min | 45-60 min |
Participantsdifferent | 3-8 | 1-10 | 2-8 |
Formatdifferent | Workshop | Workshop + async | Workshop + async |
Outputdifferent | Challenge Findings, Risk Register, Mitigation Plan | VUCA Map, Response Options, Signal and Learning Plan | Assumption map, Test backlog, Risk ranking |
Tagsno overlap | RiskDecisionSensemaking | SensemakingUncertaintyComplexityStrategyForesight | AssumptionsRiskExperimentsValidation |
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Methods with strong topical overlap with the current selection, not yet in the comparison.
