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| Criterion |  Growth North Star Metric |  Operations RACI Matrix |  Decision Making DACI |  Engineering Goal Question Metric |
|---|---|---|---|---|
Purposedifferent | When product teams track many metrics, the view of the actual customer outcome easily gets lost. A North Star Metric bundles growth, usage, and value contribution into one signal that makes the system's direction visible. | With unclear responsibilities across several roles or areas, the method creates unambiguous accountability logic. It reduces friction because decision, execution, contribution, and information become separately visible. | In cross-functional decisions, responsibilities quickly blur between approval, influence, and execution. DACI arranges these roles so decision pressure, contribution, and information stay cleanly separated. | 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. |
Complexitydifferent | Medium | Low | Low | Medium |
Timedifferent | 1-2 h | 45-90 min | 30-60 min | 90-180 min |
Participantsdifferent | 3-8 | 2-8 | 2-10 | 3-6 |
Formatdifferent | Workshop + async | Workshop + async | Workshop + async | Workshop |
Outputdifferent | North Star metric, Input metric tree, Measurement cadence | RACI Matrix, Responsibility Map, Decision Notes | DACI Matrix, Decision Owner, Decision Log | GQM Table, Metric Profiles |
Tagsno overlap | GrowthMetricsAlignmentRetention | RolesResponsibilityGovernanceOperations | DecisionRolesGovernanceAlignment | MetricsMeasurementEngineeringAlignment |