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| Criterion |  Architecture Quality Attribute Workshop |  Knowledge Modeling Shape-First Modeling |
|---|---|---|
Purposedifferent | A Quality Attribute Workshop translates quality requirements into concrete scenarios and architecture impulses. The method brings product, engineering, and operations to the same view of desired properties. | 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. |
Complexitysame | Medium | Medium |
Timedifferent | 2-4 h | Halber Tag pro Domain Slice |
Participantsdifferent | 5-15 | 1-4 |
Formatdifferent | Workshop | Workshop + async |
Outputdifferent | Quality Scenarios, Priority List, Architecture Concerns | SHACL or ShEx Shapes, Validation Reports, Data Contracts, Shape Documentation |
Tagsno overlap | RequirementsArchitectureWorkshop | Knowledge graphValidationSemantic |
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