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| Criterion |  Decision Making Assumption Surfacing |  Knowledge Modeling NeOn Methodology |  Product Discovery Learning Card |
|---|---|---|---|
Purposedifferent | 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 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. | The Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible. |
Complexitydifferent | Low | High | Low |
Timedifferent | 45-90 min | Mehrere Wochen bis Monate | 25-40 min |
Participantsdifferent | 2-8 | 2-10 | 1-5 |
Formatsame | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Assumption List, Critical Assumptions, Learning Plan | Ontology Requirements Specification, Reuse Plan, Ontology Modules, Evaluation Report | Learning Card with evidence and next action |
Tagsno overlap | AssumptionsRiskDecisionDiscovery | OntologyMethodologyReuseSemanticEngineering | ExperimentsValidationDiscoveryLearning |
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