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Selected:ARID (Active Reviews for Intermediate Designs)HEART FrameworkOutcome-Driven InnovationCounter Metrics
| Criterion |  Architecture ARID (Active Reviews for Intermediate Designs) |  UX Research HEART Framework |  Product Discovery Outcome-Driven Innovation |  Product Strategy Counter Metrics |
|---|---|---|---|---|
Purposedifferent | 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. | 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. | Outcome-Driven Innovation clarifies customer problems, solution opportunities, and evidence. It separates jobs, desired outcomes, importance, satisfaction, and opportunity, and captures results as desired outcome statements, an opportunity landscape, and segments by underserved needs. | When a headline metric could mask side effects, it adds guardrail signals against unwanted outcomes. It connects customer value, product logic, and decision priorities. The result is captured as a counter-metric list and guardrail definitions. |
Complexitydifferent | Medium | Medium | High | Low |
Timedifferent | 2–4 h review as a planning range; preparation and evaluation additional | 120 min initial, dann laufend | Mehrere Wochen | 30-60 min |
Participantsdifferent | Designers, developers as users, and facilitation | 3-6 | 2-6 researchers plus sample | 2-6 |
Formatsame | Workshop + async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Prioritized development tasks, Jointly produced code or pseudocode, Observed difficulties and open design questions, Proposed design revisions | HEART-GSM Table, Dashboard | Desired outcome statements, Opportunity landscape, Segmentation by underserved needs, Innovation hypotheses | Counter Metric List, Guardrail Definitions |
Tagsno overlap | ArchitectureEngineeringFeedbackValidationTasks | MetricsUX researchMeasurementSatisfaction | OutcomesInnovationResearchQuantitative | MetricsMeasurementStrategyExperiments |