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| Criterion |  Growth Flywheel |  Decision Making DACI |  Growth North Star Metric |  Engineering Goal Question Metric |
|---|---|---|---|---|
Purposedifferent | Growth often breaks down where a reinforcing mechanism builds up too much friction. A Flywheel shows the cycle of value, repetition, and reinforcement meant to sustain growth. | 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. | 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. | 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 | Medium | Medium |
Timedifferent | 60-120 min | 30-60 min | 1-2 h | 90-180 min |
Participantsdifferent | 3-8 | 2-10 | 3-8 | 3-6 |
Formatdifferent | Workshop | Workshop + async | Workshop + async | Workshop |
Outputdifferent | Flywheel Map, Friction Points, Growth Levers, Experiment Backlog | DACI Matrix, Decision Owner, Decision Log | North Star metric, Input metric tree, Measurement cadence | GQM Table, Metric Profiles |
Tagsno overlap | GrowthRetentionConversion | DecisionRolesGovernanceAlignment | GrowthMetricsAlignmentRetention | MetricsMeasurementEngineeringAlignment |