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| Criterion |  Knowledge Modeling Competency Questions |  UX Research HEART Framework |  Product Strategy KPI Tree |  Facilitation Alignment Mapping |
|---|---|---|---|---|
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. | Helps clarify observations, needs, and patterns in concrete terms. It groups observations into patterns, questions, and decisions. The result is captured as a HEART-GSM table and dashboard. | When metrics across the organization drift apart, it arranges drivers and effects under one shared logic. It connects customer value, product logic, and decision priorities. The result is captured as a KPI tree and owner list. | When several people work toward one goal but hold different mental maps, Alignment Mapping makes the discrepancies visible. It arranges goals, assumptions, and priorities so shared direction becomes verifiable. |
Complexitysame | Medium | Medium | Medium | Medium |
Timedifferent | 2-4 h | 120 min initial, dann laufend | 90-180 min initial, dann laufend | 1-2 h |
Participantsdifferent | 2-8 | 3-6 | 3-8 | 4-12 |
Formatdifferent | Workshop + async | Workshop + async | Workshop + async | Workshop |
Outputdifferent | Competency Question Set, Required Concepts, Test Queries, Coverage Matrix | HEART-GSM Table, Dashboard | KPI Tree, Owner List | Alignment Map, Open Issues, Decision Questions |
Tagsno overlap | OntologyKnowledge graphScopeRequirementsSemantic | MetricsUX researchMeasurementSatisfaction | MetricsStrategyAlignmentMeasurement | AlignmentStakeholdersStrategyFacilitation |