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| Criterion |  Team Design Team Cognitive Load Assessment |  Decision Making Cynefin Workshop |  Knowledge Modeling IBIS |  Decision Making Red Teaming |
|---|---|---|---|---|
Purposedifferent | When a team juggles too many domains, systems, or handoffs, it measures mental overload as an organizational problem. It clarifies responsibility, interaction, and load between teams. The result is captured as a cognitive-load profile and action 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. | 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. | 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 | Medium | Medium | High |
Timedifferent | 60-90 min | 60-180 min | 1-3 h | 1-4 h |
Participantsdifferent | 3-12 | 4-20 | 2-8 | 3-8 |
Formatdifferent | Workshop + async | Workshop | Workshop + async | Workshop |
Outputdifferent | Cognitive Load Profile, Action List | Cynefin Map, Domain-specific Actions, Sensemaking Notes | Issue Map, Positions, Argument Notes | Challenge Findings, Risk Register, Mitigation Plan |
Tagsno overlap | TeamComplexityImprovementDiagnosis | ComplexitySensemakingDecision | RationaleKnowledgeDecision | RiskDecisionSensemaking |