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| Criterion |  Decision Making Constraint Analysis |  Decision Making Cynefin Workshop |  Product Discovery Assumption Mapping |  Decision Making Red Teaming |
|---|---|---|---|---|
Purposedifferent | When an initiative stalls, the limit often lies not in the idea but in hard or soft boundary conditions. Constraint Analysis separates these limits and shows which of them can actually be shaped. | 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 assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | 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 | Low | Medium | Medium | High |
Timedifferent | 30-90 min | 60-180 min | 45-60 min | 1-4 h |
Participantsdifferent | 2-8 | 4-20 | 2-8 | 3-8 |
Formatdifferent | Workshop + async | Workshop | Workshop + async | Workshop |
Outputdifferent | Constraint List, Hard/Soft Classification, Option Impact Notes, Decision Boundaries | Cynefin Map, Domain-specific Actions, Sensemaking Notes | Assumption map, Test backlog, Risk ranking | Challenge Findings, Risk Register, Mitigation Plan |
Tagsno overlap | ConstraintsDecisionPlanningOptions | ComplexitySensemakingDecision | AssumptionsRiskExperimentsValidation | RiskDecisionSensemaking |