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| Criterion |  Product Discovery Learning Card |  Knowledge Modeling Ontology Design Patterns |  Product Discovery Assumption Mapping |
|---|---|---|---|
Purposedifferent | The Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible. | Ontology Design Patterns provide reusable building blocks for recurring modeling problems. The method brings structure to the search for clean concepts, relationships, and roles. | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. |
Complexitydifferent | Low | Medium | Medium |
Timedifferent | 25-40 min | 1-3 h pro Pattern | 45-60 min |
Participantsdifferent | 1-5 | 1-6 | 2-8 |
Formatsame | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Learning Card with evidence and next action | Selected Patterns, Adapted Schema Fragments, Pattern Documentation | Assumption map, Test backlog, Risk ranking |
Tagsno overlap | ExperimentsValidationDiscoveryLearning | OntologyPatternsReuseSemanticModeling | AssumptionsRiskExperimentsValidation |
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