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| Criterion |  Product Discovery Assumption Mapping |  Knowledge Modeling NeOn Methodology |  Decision Making Assumption Surfacing |  Product Discovery Learning Card |
|---|---|---|---|---|
Purposedifferent | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | The NeOn Methodology structures ontology work as a controlled process with reuse, scenarios, and reviews. It is useful when ontologies should not emerge ad hoc but modularly and reusably. | Plans often contain assumptions that were never openly stated and remain dangerous precisely because of that. Assumption Surfacing makes these silent premises visible and prioritizes which of them carry the initiative or could sink it. | The Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible. |
Complexitydifferent | Medium | High | Low | Low |
Timedifferent | 45-60 min | Mehrere Wochen bis Monate | 45-90 min | 25-40 min |
Participantsdifferent | 2-8 | 2-10 | 2-8 | 1-5 |
Formatsame | Workshop + async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Assumption map, Test backlog, Risk ranking | Ontology Requirements Specification, Reuse Plan, Ontology Modules, Evaluation Report | Assumption List, Critical Assumptions, Learning Plan | Learning Card with evidence and next action |
Tagsno overlap | AssumptionsRiskExperimentsValidation | OntologyMethodologyReuseSemanticEngineering | AssumptionsRiskDecisionDiscovery | ExperimentsValidationDiscoveryLearning |