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| Criterion |  Decision Making Constraint Analysis |  Decision Making Red Teaming |  Product Discovery MVP Test Matrix |
|---|---|---|---|
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. | 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 several minimal variants compete to answer the same question, it makes comparing and choosing between them cleaner. It separates problem, assumption, solution, and evidence. The result is captured as a Test Matrix and a Test Plan. |
Complexitydifferent | Low | High | Medium |
Timedifferent | 30-90 min | 1-4 h | 45-75 min |
Participantsdifferent | 2-8 | 3-8 | 2-8 |
Formatdifferent | Workshop + async | Workshop | Workshop |
Outputdifferent | Constraint List, Hard/Soft Classification, Option Impact Notes, Decision Boundaries | Challenge Findings, Risk Register, Mitigation Plan | Test Matrix, Test Plan |
Tagsno overlap | ConstraintsDecisionPlanningOptions | RiskDecisionSensemaking | ExperimentsValidationDiscoveryOptions |
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