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| Criterion |  Knowledge Modeling Shape-First Modeling |  Architecture Software Architecture Canvas |  Product Discovery Smoke Test |  Architecture Architecture Inception 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 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. | When demand only needs to be roughly verified, it tests interest with minimal effort. It measures whether people would take a next step at all. | The Architecture Inception Canvas bundles the first architecture questions into a compact decision picture. It fits when an initiative is still in motion but still needs clear guardrails. |
Complexitydifferent | Medium | Low | Low | Low |
Timedifferent | Halber Tag pro Domain Slice | 1-2 h | 1-5 Tage | 1-2 h |
Participantsdifferent | 1-4 | 3-10 | Nutzertraffic | 3-8 |
Formatdifferent | Workshop + async | Workshop | Async | Workshop |
Outputdifferent | SHACL or ShEx Shapes, Validation Reports, Data Contracts, Shape Documentation | Architecture Canvas, Goals, Constraints, Quality Attributes | Interest Metrics, Conversion Signal, Learning Note | Inception Canvas, Risks, Goal List, Open Questions |
Tagsno overlap | Knowledge graphValidationSemantic | CanvasArchitectureAlignmentWorkshop | ValidationExperimentsDemandGrowth | AlignmentArchitectureCanvas |