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| Criterion |  Innovation Lean Startup |  Engineering Goal Question Metric |  UX Research HEART Framework |  Product Strategy KPI Tree |
|---|---|---|---|---|
Purposedifferent | For uncertain business assumptions, the method forces the idea into contact with real market reactions early. It separates wishful picture, assumption, and observable behavior, so that learning becomes faster than planning. This translates uncertainty into measurable insight. | Helps clarify technical problems, hypotheses, and next steps in concrete terms. It breaks a technical problem into testable parts. The result is captured as a GQM table and metric briefs. | 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. |
Complexitysame | Medium | Medium | Medium | Medium |
Timedifferent | Wochen bis Monate je Lernzyklus | 90-180 min | 120 min initial, dann laufend | 90-180 min initial, dann laufend |
Participantsdifferent | 2-8 | 3-6 | 3-6 | 3-8 |
Formatdifferent | Workshop + async | Workshop | Workshop + async | Workshop + async |
Outputdifferent | Hypothesis list, MVPs, Learning reports, Pivot or persevere decision | GQM Table, Metric Profiles | HEART-GSM Table, Dashboard | KPI Tree, Owner List |
Tagsno overlap | LeanStartupValidationMVP | MetricsMeasurementEngineeringAlignment | MetricsUX researchMeasurementSatisfaction | MetricsStrategyAlignmentMeasurement |