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| Criterion |  Knowledge Modeling IBIS |  Decision Making Argument Mapping |  Operations After-Action Review |  Decision Making Cynefin Workshop |
|---|---|---|---|---|
Purposedifferent | IBIS structures thinking about complex questions as a sequence of issues, ideas, and arguments. The method keeps discussions open without forcing them into premature consensus. | 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. | 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 | Medium | Low | Medium |
Timedifferent | 1-3 h | 1-3 h | 20-45 min | 60-180 min |
Participantsdifferent | 2-8 | 1-8 | 3-12 | 4-20 |
Formatdifferent | Workshop + async | Workshop + async | Workshop + async | Workshop |
Outputdifferent | Issue Map, Positions, Argument Notes | Argument Map, Evidence Gaps, Decision Rationale | Lessons learned, Action items, Event summary | Cynefin Map, Domain-specific Actions, Sensemaking Notes |
Tagsno overlap | RationaleKnowledgeDecision | SensemakingDecisionRationale | LearningOperationsImprovement | ComplexitySensemakingDecision |