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| Criterion |  Knowledge Modeling IBIS |  Knowledge Modeling Concept Mapping |  Product Strategy ICE Scoring |  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. | Concept Mapping arranges terms and relationships in a network that makes subject-matter connections tangible. It fits when a topic needs to be understood structurally rather than linearly. | When ideas need sorting quickly, it condenses impact, confidence, and effort into one compact score. It connects customer value, product logic, and decision priorities. The result is captured as an ICE table and top-ideas list. | 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 | 1-2 h | 30-60 min | 60-180 min |
Participantsdifferent | 2-8 | 1-8 | 2-8 | 4-20 |
Formatdifferent | Workshop + async | Workshop + async | Workshop + async | Workshop |
Outputdifferent | Issue Map, Positions, Argument Notes | Concept Map, Relationship Labels, Knowledge Gaps | ICE Table, Top Idea List | Cynefin Map, Domain-specific Actions, Sensemaking Notes |
Tagsno overlap | RationaleKnowledgeDecision | KnowledgeConceptsMappingSensemaking | PrioritizationScoringGrowthDecision | ComplexitySensemakingDecision |