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| Criterion |  Facilitation Problem Framing Workshop |  Decision Making Red Teaming |  Product Discovery Assumption Mapping |
|---|---|---|---|
Purposedifferent | When a team works on symptoms but the real question stays fuzzy, a Problem Framing Workshop sharpens the view of the right problem. It separates observation, interpretation, and target picture from each other. | 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. | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. |
Complexitydifferent | Low | High | Medium |
Timedifferent | 60-120 min | 1-4 h | 45-60 min |
Participantsdifferent | 4-10 | 3-8 | 2-8 |
Formatdifferent | Workshop | Workshop | Workshop + async |
Outputdifferent | Problem Statement, Scope Boundaries, Assumption List, Next Analysis Questions | Challenge Findings, Risk Register, Mitigation Plan | Assumption map, Test backlog, Risk ranking |
Tagsno overlap | FacilitationAlignmentDiscovery | RiskDecisionSensemaking | AssumptionsRiskExperimentsValidation |
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