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| Criterion |  Product Discovery Context Canvas |  Decision Making Red Teaming |  Knowledge Modeling Concept Mapping |  Decision Making Cynefin Workshop |
|---|---|---|---|---|
Purposedifferent | When an environment of users, systems, and constraints is hard to grasp, it puts the context compactly on the table. It creates a clear reading of influence, boundary, and dependency. | 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. | 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 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 | Low | High | Medium | Medium |
Timedifferent | 45-90 min | 1-4 h | 1-2 h | 60-180 min |
Participantsdifferent | 3-10 | 3-8 | 1-8 | 4-20 |
Formatdifferent | Workshop | Workshop | Workshop + async | Workshop |
Outputdifferent | Context canvas, Open questions, Shared context notes | Challenge Findings, Risk Register, Mitigation Plan | Concept Map, Relationship Labels, Knowledge Gaps | Cynefin Map, Domain-specific Actions, Sensemaking Notes |
Tagsno overlap | ContextFramingRequirementsCanvas | RiskDecisionSensemaking | KnowledgeConceptsMappingSensemaking | ComplexitySensemakingDecision |