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| Criterion |  Systems Thinking VUCA Scan |  Operations After-Action Review |  Business Strategy GAP Analysis |  Product Strategy Impact Mapping |
|---|---|---|---|---|
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 a goal needs to be connected to several possible paths, it shows chains of impact instead of feature lists. It connects business goal, behavior change, and measures. |
Complexitydifferent | Low | Low | Medium | Medium |
Timedifferent | 30-90 min | 20-45 min | 1-3 h | 45-90 min |
Participantsdifferent | 1-10 | 3-12 | 2-8 | 3-8 |
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 | Impact Map, Outcome Hypotheses, Delivery Options |
Tagsno overlap | SensemakingUncertaintyComplexityStrategyForesight | LearningOperationsImprovement | StrategyAnalysisPlanning | OutcomesStrategyBehaviorPlanning |