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| Criterion |  Growth North Star Metric |  Decision Making RAPID |  Growth Flywheel |  Decision Making DACI |
|---|---|---|---|---|
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. | In complex management decisions, clarity is often missing about who recommends, who agrees, and who makes the decision. RAPID creates this assignment and stabilizes decisions across several levels. | 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. |
Complexitydifferent | Medium | Medium | Medium | Low |
Timedifferent | 1-2 h | 45-90 min | 60-120 min | 30-60 min |
Participantsdifferent | 3-8 | 3-12 | 3-8 | 2-10 |
Formatdifferent | Workshop + async | Workshop + async | Workshop | Workshop + async |
Outputdifferent | North Star metric, Input metric tree, Measurement cadence | RAPID Role Map, Recommendation, Decision Log | Flywheel Map, Friction Points, Growth Levers, Experiment Backlog | DACI Matrix, Decision Owner, Decision Log |
Tagsno overlap | GrowthMetricsAlignmentRetention | DecisionRolesGovernance | GrowthRetentionConversion | DecisionRolesGovernanceAlignment |