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| Criterion |  Product Discovery Assumption Mapping |  Knowledge Modeling Shape-First Modeling |
|---|---|---|
Purposedifferent | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | Shape-First Modeling defines data quality through shapes before implementation or integration frays at the edges. The approach fits when validation and data contracts should be part of the design from the start. |
Complexitysame | Medium | Medium |
Timedifferent | 45-60 min | Halber Tag pro Domain Slice |
Participantsdifferent | 2-8 | 1-4 |
Formatsame | Workshop + async | Workshop + async |
Outputdifferent | Assumption map, Test backlog, Risk ranking | SHACL or ShEx Shapes, Validation Reports, Data Contracts, Shape Documentation |
Tags1 shared | AssumptionsRiskExperimentsValidation | Knowledge graphValidationSemantic |
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