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| Criterion |  Decision Making Argument Mapping |  Business Strategy Ansoff Matrix |  Systems Thinking VUCA Scan |  Decision Making Cynefin Workshop |
|---|---|---|---|---|
Purposedifferent | When statements, evidence, and counterarguments get mixed up, a debate quickly loses its structure. Argument Mapping breaks a thesis down into its reasoning and makes visible what it really rests on. | The Ansoff Matrix organizes growth options by market and product relation. It helps weigh expansion, diversification, and adaptation cleanly against each other. | 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 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 | Medium | Low | Low | Medium |
Timedifferent | 1-3 h | 45-90 min | 30-90 min | 60-180 min |
Participantsdifferent | 1-8 | 2-8 | 1-10 | 4-20 |
Formatdifferent | Workshop + async | Workshop + async | Workshop + async | Workshop |
Outputdifferent | Argument Map, Evidence Gaps, Decision Rationale | Ansoff Matrix, Growth Options, Risk Notes | VUCA Map, Response Options, Signal and Learning Plan | Cynefin Map, Domain-specific Actions, Sensemaking Notes |
Tagsno overlap | SensemakingDecisionRationale | GrowthStrategyMarketPortfolio | SensemakingUncertaintyComplexityStrategyForesight | ComplexitySensemakingDecision |