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| Criterion |  Knowledge Modeling Shape-First Modeling |  Facilitation Power Interest Grid |
|---|---|---|
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 many stakeholders compete for attention at once, the Power Interest Grid sorts them by influence and stake. It turns individual contributions into a visible selection. The result is captured as a Power Interest Grid and a stakeholder-specific strategy. |
Complexitydifferent | Medium | Low |
Timedifferent | Halber Tag pro Domain Slice | 30-60 min |
Participantsdifferent | 1-4 | 2-8 |
Formatdifferent | Workshop + async | Workshop |
Outputdifferent | SHACL or ShEx Shapes, Validation Reports, Data Contracts, Shape Documentation | Power Interest Grid, Strategy per Stakeholder |
Tagsno overlap | Knowledge graphValidationSemantic | StakeholdersFacilitationAlignmentPlanning |
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