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| Criterion |  Decision Making Constraint Analysis |  Product Discovery Assumption Mapping |  Product Strategy Lean Canvas |
|---|---|---|---|
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 assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | When an early product bet still has too many open points, it brings target group, problem, and assumptions into a single view. It condenses the idea so core risks become nameable. |
Complexitydifferent | Low | Medium | Medium |
Timedifferent | 30-90 min | 45-60 min | 45-90 min |
Participantsdifferent | 2-8 | 2-8 | 1-6 |
Formatsame | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Constraint List, Hard/Soft Classification, Option Impact Notes, Decision Boundaries | Assumption map, Test backlog, Risk ranking | Lean Canvas, Core Assumptions, Experiment Backlog |
Tagsno overlap | ConstraintsDecisionPlanningOptions | AssumptionsRiskExperimentsValidation | StartupLeanAssumptionsBusiness model |
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