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| Criterion |  Decision Making Red Teaming |  Decision Making Assumption Surfacing |  Knowledge Modeling Knowledge Mapping |  Decision Making Cynefin Workshop |
|---|---|---|---|---|
Purposedifferent | 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. | Plans often contain assumptions that were never openly stated and remain dangerous precisely because of that. Assumption Surfacing makes these silent premises visible and prioritizes which of them carry the initiative or could sink it. | 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 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 | High | Low | Medium | Medium |
Timedifferent | 1-4 h | 45-90 min | 1-3 h | 60-180 min |
Participantsdifferent | 3-8 | 2-8 | 3-12 | 4-20 |
Formatdifferent | Workshop | Workshop + async | Workshop | Workshop |
Outputdifferent | Challenge Findings, Risk Register, Mitigation Plan | Assumption List, Critical Assumptions, Learning Plan | Knowledge Map, Critical Knowledge Areas, Transfer Plan | Cynefin Map, Domain-specific Actions, Sensemaking Notes |
Tagsno overlap | RiskDecisionSensemaking | AssumptionsRiskDecisionDiscovery | KnowledgeMappingRisk | ComplexitySensemakingDecision |