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| Criterion |  Decision Making Assumption Surfacing |  Product Strategy KPI Tree |  Engineering Goal Question Metric |  Product Strategy Counter Metrics |
|---|---|---|---|---|
Purposedifferent | Plans often contain assumptions that were never openly stated and remain dangerous precisely because of that. Assumption Surfacing makes these silent premises visible and prioritizes which of them carry the initiative or could sink it. | 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. | 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. | 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 | Low | Medium | Medium | Low |
Timedifferent | 45-90 min | 90-180 min initial, dann laufend | 90-180 min | 30-60 min |
Participantsdifferent | 2-8 | 3-8 | 3-6 | 2-6 |
Formatdifferent | Workshop + async | Workshop + async | Workshop | Workshop + async |
Outputdifferent | Assumption List, Critical Assumptions, Learning Plan | KPI Tree, Owner List | GQM Table, Metric Profiles | Counter Metric List, Guardrail Definitions |
Tagsno overlap | AssumptionsRiskDecisionDiscovery | MetricsStrategyAlignmentMeasurement | MetricsMeasurementEngineeringAlignment | MetricsMeasurementStrategyExperiments |