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| Criterion |  Systems Thinking VUCA Scan |  Decision Making Assumption Surfacing |  Decision Making Red Teaming |  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. | Plans often contain assumptions that were never openly stated and remain dangerous precisely because of that. Assumption Surfacing makes these silent premises visible and prioritizes which of them carry the initiative or could sink it. | 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 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 | Low | High | Medium |
Timedifferent | 30-90 min | 45-90 min | 1-4 h | 60-180 min |
Participantsdifferent | 1-10 | 2-8 | 3-8 | 4-20 |
Formatdifferent | Workshop + async | Workshop + async | Workshop | Workshop |
Outputdifferent | VUCA Map, Response Options, Signal and Learning Plan | Assumption List, Critical Assumptions, Learning Plan | Challenge Findings, Risk Register, Mitigation Plan | Cynefin Map, Domain-specific Actions, Sensemaking Notes |
Tagsno overlap | SensemakingUncertaintyComplexityStrategyForesight | AssumptionsRiskDecisionDiscovery | RiskDecisionSensemaking | ComplexitySensemakingDecision |