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| Criterion |  Architecture Software Architecture Canvas |  Knowledge Modeling Shape-First Modeling |  Product Discovery Assumption Mapping |
|---|---|---|---|
Purposedifferent | The Software Architecture Canvas reduces a system to the most important architecture decisions, constraints, and interfaces. It is useful when teams need a resilient overall picture quickly. | 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 assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. |
Complexitydifferent | Low | Medium | Medium |
Timedifferent | 1-2 h | Halber Tag pro Domain Slice | 45-60 min |
Participantsdifferent | 3-10 | 1-4 | 2-8 |
Formatdifferent | Workshop | Workshop + async | Workshop + async |
Outputdifferent | Architecture Canvas, Goals, Constraints, Quality Attributes | SHACL or ShEx Shapes, Validation Reports, Data Contracts, Shape Documentation | Assumption map, Test backlog, Risk ranking |
Tagsno overlap | CanvasArchitectureAlignmentWorkshop | Knowledge graphValidationSemantic | AssumptionsRiskExperimentsValidation |
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