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| Criterion |  Delivery MoSCoW |  Product Discovery Learning Card |  Product Discovery Assumption Mapping |
|---|---|---|---|
Purposedifferent | When a release carries too many demands and priorities are only ever negotiated, MoSCoW creates clear boundaries for the next cut. Must, Should, Could, and Won't make commitment, room for maneuver, and trade-off logic visible to everyone involved. | The Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible. | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. |
Complexitydifferent | Low | Low | Medium |
Timedifferent | 30-90 min | 25-40 min | 45-60 min |
Participantsdifferent | 3-12 | 1-5 | 2-8 |
Formatsame | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Prioritized Backlog, Release Scope, Tradeoff Notes | Learning Card with evidence and next action | Assumption map, Test backlog, Risk ranking |
Tagsno overlap | PrioritizationScopeDecision | ExperimentsValidationDiscoveryLearning | AssumptionsRiskExperimentsValidation |
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