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| Criterion |  Decision Making Argument Mapping |  Operations After-Action Review |  Operations Process Mapping |  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. | 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. | 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. | 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 | Medium | Medium |
Timedifferent | 1-3 h | 20-45 min | 1-3 h | 60-180 min |
Participantsdifferent | 1-8 | 3-12 | 3-10 | 4-20 |
Formatdifferent | Workshop + async | Workshop + async | Workshop | Workshop |
Outputdifferent | Argument Map, Evidence Gaps, Decision Rationale | Lessons learned, Action items, Event summary | Process Map, Handoff List, Improvement Backlog | Cynefin Map, Domain-specific Actions, Sensemaking Notes |
Tagsno overlap | SensemakingDecisionRationale | LearningOperationsImprovement | ProcessOperationsImprovement | ComplexitySensemakingDecision |