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| Criterion |  Systems Thinking VUCA Scan |  Operations After-Action Review |  Business Strategy GAP Analysis |  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. | After missions or project phases with unclear outcomes, the method makes visible what actually happened and what can be learned from it. It separates course, effect, and causes so experience turns into solid improvement. | GAP Analysis compares the current state with a target picture and makes the distance manageable. It becomes useful when, ahead of new initiatives, it must become clear which capabilities, processes, or resources are missing. | 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 | Medium | Medium |
Timedifferent | 30-90 min | 20-45 min | 1-3 h | 60-180 min |
Participantsdifferent | 1-10 | 3-12 | 2-8 | 4-20 |
Formatdifferent | Workshop + async | Workshop + async | Workshop + async | Workshop |
Outputdifferent | VUCA Map, Response Options, Signal and Learning Plan | Lessons learned, Action items, Event summary | Gap Matrix, Action Plan, Risk Notes | Cynefin Map, Domain-specific Actions, Sensemaking Notes |
Tagsno overlap | SensemakingUncertaintyComplexityStrategyForesight | LearningOperationsImprovement | StrategyAnalysisPlanning | ComplexitySensemakingDecision |