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| Criterion |  Knowledge Modeling Shape-First Modeling |  Product Discovery Context Canvas |
|---|---|---|
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 environment of users, systems, and constraints is hard to grasp, it puts the context compactly on the table. It creates a clear reading of influence, boundary, and dependency. |
Complexitydifferent | Medium | Low |
Timedifferent | Halber Tag pro Domain Slice | 45-90 min |
Participantsdifferent | 1-4 | 3-10 |
Formatdifferent | Workshop + async | Workshop |
Outputdifferent | SHACL or ShEx Shapes, Validation Reports, Data Contracts, Shape Documentation | Context canvas, Open questions, Shared context notes |
Tagsno overlap | Knowledge graphValidationSemantic | ContextFramingRequirementsCanvas |
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