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| Criterion |  Product Discovery Assumption Mapping |  Knowledge Modeling Competency Questions |  Agile Acceptance Criteria Workshop |  Agile Example Mapping |
|---|---|---|---|---|
Purposedifferent | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | Competency Questions translate a domain model into concrete questions that it must be able to answer. The method keeps the model's scope clean and prevents pretty but useless structures. | When a story needs clear checkpoints before implementation, it sharpens expectation and scope together. It sorts work by value, risk, and delivery ability. The result is captured as Acceptance Criteria and a Story Update. | When a story carries business rules and exceptions, it brings clarity before implementation. It makes examples, open questions, and boundaries visible enough that the logic becomes jointly sound. |
Complexitydifferent | Medium | Medium | Low | Low |
Timedifferent | 45-60 min | 2-4 h | 20-40 min pro Story | 30-60 min |
Participantsdifferent | 2-8 | 2-8 | 3-6 | 3-7 |
Formatdifferent | Workshop + async | Workshop + async | Workshop | Workshop |
Outputdifferent | Assumption map, Test backlog, Risk ranking | Competency Question Set, Required Concepts, Test Queries, Coverage Matrix | Acceptance Criteria, Story Update | Example Map, Acceptance Criteria, Open Questions |
Tagsno overlap | AssumptionsRiskExperimentsValidation | OntologyKnowledge graphScopeRequirementsSemantic | AgileRequirementsRefinementBehavior-Driven Development | Behavior-Driven DevelopmentRequirementsExamplesRefinement |