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| Criterion |  Systems Thinking VUCA Scan |  Operations ALPEN Method |  Operations After-Action Review |
|---|---|---|---|
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. | With an overloaded day full of too many tasks, a realistic picture of the day emerges. The method connects estimating, deciding, and buffer thinking so planning fits available energy and time. | 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. |
Complexitysame | Low | Low | Low |
Timedifferent | 30-90 min | 10-20 min daily | 20-45 min |
Participantsdifferent | 1-10 | 1 | 3-12 |
Formatdifferent | Workshop + async | Async | Workshop + async |
Outputdifferent | VUCA Map, Response Options, Signal and Learning Plan | Daily Plan, Time Estimates, Review Notes | Lessons learned, Action items, Event summary |
Tagsno overlap | SensemakingUncertaintyComplexityStrategyForesight | PlanningTime managementProductivityOperations | LearningOperationsImprovement |
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