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| Criterion |  Architecture Risk Storming |  Knowledge Modeling Shape-First Modeling |  Product Discovery Test Card |  Product Discovery Assumption Mapping |
|---|---|---|---|---|
Purposedifferent | Helps clarify architecture context, options, and consequences in concrete terms. It organizes technical context, alternatives, and consequences. The result is captured as an Annotated Diagram, a Prioritized Risk List, and an Action Backlog. | 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 Test Card turns a critical assumption into a testable claim and specifies in advance which result counts as success. | 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 | Low | Medium |
Timedifferent | 60-90 min | Halber Tag pro Domain Slice | 20-35 min | 45-60 min |
Participantsdifferent | 4-12 | 1-4 | 1-5 | 2-8 |
Formatdifferent | Workshop | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Annotated Diagram, Prioritized Risk List, Action Backlog | SHACL or ShEx Shapes, Validation Reports, Data Contracts, Shape Documentation | Test Card with a pre-set threshold | Assumption map, Test backlog, Risk ranking |
Tags1 shared | RiskArchitectureWorkshopValidation | Knowledge graphValidationSemantic | ExperimentsValidationDiscoveryHypothesis | AssumptionsRiskExperimentsValidation |