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| Criterion |  Knowledge Modeling Shape-First Modeling |  Product Discovery Riskiest Assumption Test |
|---|---|---|
Purposedifferent | 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. | When an idea hinges on one critical unknown, it prioritizes testing that exact piece of uncertainty first. It separates problem, assumption, solution, and evidence. The result is captured as a prioritized list of assumptions, a test plan, and a result report. |
Complexitysame | Medium | Medium |
Timedifferent | Halber Tag pro Domain Slice | 1-2 Wochen pro Iteration |
Participantsdifferent | 1-4 | 2-6 |
Formatsame | Workshop + async | Workshop + async |
Outputdifferent | SHACL or ShEx Shapes, Validation Reports, Data Contracts, Shape Documentation | Prioritized Assumption List, Test Plan, Results Report |
Tags1 shared | Knowledge graphValidationSemantic | ExperimentsValidationDiscoveryAssumptions |
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