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| Criterion |  Knowledge Modeling Shape-First Modeling |  Business Strategy Business Model 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. | The Business Model Canvas condenses a business model to its key building blocks and assumptions. It makes variants quickly comparable and reveals gaps before validation or implementation begins. |
Complexitysame | Medium | Medium |
Timedifferent | Halber Tag pro Domain Slice | 1-2 h |
Participantsdifferent | 1-4 | 2-8 |
Formatsame | Workshop + async | Workshop + async |
Outputdifferent | SHACL or ShEx Shapes, Validation Reports, Data Contracts, Shape Documentation | Business Model Canvas, Assumption List, Business Hypotheses |
Tagsno overlap | Knowledge graphValidationSemantic | Business modelStrategyValueInnovation |
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Methods with strong topical overlap with the current selection, not yet in the comparison.
