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| Criterion |  Knowledge Modeling Shape-First Modeling |  Decision Making Force Field Analysis |  Product Discovery Learning Card |
|---|---|---|---|
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. | In change initiatives, supporting and restraining forces sit at the table at the same time. Force Field Analysis makes these tensions explicit and shows where change can be pushed forward by strengthening or relieving. | The Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible. |
Complexitydifferent | Medium | Low | Low |
Timedifferent | Halber Tag pro Domain Slice | 45-90 min | 25-40 min |
Participantsdifferent | 1-4 | 3-12 | 1-5 |
Formatdifferent | Workshop + async | Workshop | Workshop + async |
Outputdifferent | SHACL or ShEx Shapes, Validation Reports, Data Contracts, Shape Documentation | Force Field Map, Change Levers, Risk Notes | Learning Card with evidence and next action |
Tagsno overlap | Knowledge graphValidationSemantic | ChangeDecisionStrategy | ExperimentsValidationDiscoveryLearning |
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