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| Criterion |  Knowledge Modeling Knowledge Mapping |  UX Research Affinity Diagramming |  Decision Making Red Teaming |  Decision Making Cynefin Workshop |
|---|---|---|---|---|
Purposedifferent | Knowledge Mapping makes knowledge, gaps, and transfer paths visible across a field. It fits when expertise should not just exist but also be findable and transferable. | When research notes, feedback, or observations sit unconnected side by side, affinity diagramming sorts the raw material into solid themes. Many individual points turn into patterns that make decisions and opportunities clearer. | For strategic decisions with high reach, agreement and gut feeling are often not enough. Red teaming brings deliberate opposition into the situation and tests where a plan breaks under real counterarguments. | 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 | High | Medium |
Timedifferent | 1-3 h | 45–90 min | 1-4 h | 60-180 min |
Participantsdifferent | 3-12 | 3-10 | 3-8 | 4-20 |
Formatsame | Workshop | Workshop | Workshop | Workshop |
Outputdifferent | Knowledge Map, Critical Knowledge Areas, Transfer Plan | Theme clusters, Insight statements, Opportunity areas | Challenge Findings, Risk Register, Mitigation Plan | Cynefin Map, Domain-specific Actions, Sensemaking Notes |
Tagsno overlap | KnowledgeMappingRisk | SynthesisQualitativeRoot cause | RiskDecisionSensemaking | ComplexitySensemakingDecision |