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| Criterion |  Operations Process Mapping |  Systems Thinking VUCA Scan |  Decision Making Cynefin Workshop |  Operations After-Action Review |
|---|---|---|---|---|
Purposedifferent | With a confusing workflow that has many handoffs, the method makes the actual process visible. It shows where work is passed on, delayed, or duplicated, so improvement targets the right spots. | 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. | 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. |
Complexitydifferent | Medium | Low | Medium | Low |
Timedifferent | 1-3 h | 30-90 min | 60-180 min | 20-45 min |
Participantsdifferent | 3-10 | 1-10 | 4-20 | 3-12 |
Formatdifferent | Workshop | Workshop + async | Workshop | Workshop + async |
Outputdifferent | Process Map, Handoff List, Improvement Backlog | VUCA Map, Response Options, Signal and Learning Plan | Cynefin Map, Domain-specific Actions, Sensemaking Notes | Lessons learned, Action items, Event summary |
Tagsno overlap | ProcessOperationsImprovement | SensemakingUncertaintyComplexityStrategyForesight | ComplexitySensemakingDecision | LearningOperationsImprovement |