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| Criterion |  Knowledge Modeling Competency Questions |  Agile Example Mapping |  Product Discovery Assumption Mapping |  Agile Acceptance Criteria Workshop |
|---|---|---|---|---|
Purposedifferent | 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 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. | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | 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. |
Complexitydifferent | Medium | Low | Medium | Low |
Timedifferent | 2-4 h | 30-60 min | 45-60 min | 20-40 min pro Story |
Participantsdifferent | 2-8 | 3-7 | 2-8 | 3-6 |
Formatdifferent | Workshop + async | Workshop | Workshop + async | Workshop |
Outputdifferent | Competency Question Set, Required Concepts, Test Queries, Coverage Matrix | Example Map, Acceptance Criteria, Open Questions | Assumption map, Test backlog, Risk ranking | Acceptance Criteria, Story Update |
Tagsno overlap | OntologyKnowledge graphScopeRequirementsSemantic | Behavior-Driven DevelopmentRequirementsExamplesRefinement | AssumptionsRiskExperimentsValidation | AgileRequirementsRefinementBehavior-Driven Development |