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| Criterion |  Product Discovery Assumption Mapping |  Operations ALPEN Method |  Product Discovery MVP Test Matrix |
|---|---|---|---|
Purposedifferent | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | With an overloaded day full of too many tasks, a realistic picture of the day emerges. The method connects estimating, deciding, and buffer thinking so planning fits available energy and time. | 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 | Medium | Low | Medium |
Timedifferent | 45-60 min | 10-20 min daily | 45-75 min |
Participantsdifferent | 2-8 | 1 | 2-8 |
Formatdifferent | Workshop + async | Async | Workshop |
Outputdifferent | Assumption map, Test backlog, Risk ranking | Daily Plan, Time Estimates, Review Notes | Test Matrix, Test Plan |
Tagsno overlap | AssumptionsRiskExperimentsValidation | PlanningTime managementProductivityOperations | ExperimentsValidationDiscoveryOptions |
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