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| Criterion |  Product Strategy DIBB |  Knowledge Modeling Shape-First Modeling |
|---|---|---|
Purposedifferent | DIBB helps clarify target groups, value, goals, and priorities by making the logic behind a decision explicit. It captures results as a DIBB document, belief list, bet list, and learning report. | 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. |
Complexitydifferent | Low | Medium |
Timedifferent | 1-2 h | Halber Tag pro Domain Slice |
Participantsdifferent | 2-8 | 1-4 |
Formatsame | Workshop + async | Workshop + async |
Outputdifferent | DIBB document, Belief list, Bet list, Learning report | SHACL or ShEx Shapes, Validation Reports, Data Contracts, Shape Documentation |
Tagsno overlap | StrategyDecisionAssumptionsHypothesis | Knowledge graphValidationSemantic |
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