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| Criterion |  UX Research HEART Framework |  Architecture ARID (Active Reviews for Intermediate Designs) |  Innovation Lean Startup |  Product Strategy KPI Tree |
|---|---|---|---|---|
Purposedifferent | 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. | ARID examines how well developers can work with a technical design. It focuses on a part of the system that can still be revised, between the architecture overview and the detailed specification. | 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. | 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 | 120 min initial, dann laufend | 2–4 h review as a planning range; preparation and evaluation additional | Wochen bis Monate je Lernzyklus | 90-180 min initial, dann laufend |
Participantsdifferent | 3-6 | Designers, developers as users, and facilitation | 2-8 | 3-8 |
Formatsame | Workshop + async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | HEART-GSM Table, Dashboard | Prioritized development tasks, Jointly produced code or pseudocode, Observed difficulties and open design questions, Proposed design revisions | Hypothesis list, MVPs, Learning reports, Pivot or persevere decision | KPI Tree, Owner List |
Tagsno overlap | MetricsUX researchMeasurementSatisfaction | ArchitectureEngineeringFeedbackValidationTasks | LeanStartupValidationMVP | MetricsStrategyAlignmentMeasurement |