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| Criterion |  Decision Making Cynefin Workshop |  UX Research Affinity Diagramming |  Decision Making Argument Mapping |  Decision Making Red Teaming |
|---|---|---|---|---|
Purposedifferent | 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. | 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. | 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. | 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. |
Complexitydifferent | Medium | Low | Medium | High |
Timedifferent | 60-180 min | 45–90 min | 1-3 h | 1-4 h |
Participantsdifferent | 4-20 | 3-10 | 1-8 | 3-8 |
Formatdifferent | Workshop | Workshop | Workshop + async | Workshop |
Outputdifferent | Cynefin Map, Domain-specific Actions, Sensemaking Notes | Theme clusters, Insight statements, Opportunity areas | Argument Map, Evidence Gaps, Decision Rationale | Challenge Findings, Risk Register, Mitigation Plan |
Tagsno overlap | ComplexitySensemakingDecision | SynthesisQualitativeRoot cause | SensemakingDecisionRationale | RiskDecisionSensemaking |