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Selected:North Star Metric Goal Question Metric Architecture Inception Canvas ARID (Active Reviews for Intermediate Designs)

Criterion	Growth North Star Metric	Engineering Goal Question Metric	Architecture Architecture Inception Canvas	Architecture ARID (Active Reviews for Intermediate Designs)
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.	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.	The Architecture Inception Canvas bundles the first architecture questions into a compact decision picture. It fits when an initiative is still in motion but still needs clear guardrails.	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.
Complexitydifferent	Medium	Medium	Low	Medium
Timedifferent	1-2 h	90-180 min	1-2 h	2–4 h review as a planning range; preparation and evaluation additional
Participantsdifferent	3-8	3-6	3-8	Designers, developers as users, and facilitation
Formatdifferent	Workshop + async	Workshop	Workshop	Workshop + async
Outputdifferent	North Star metric, Input metric tree, Measurement cadence	GQM Table, Metric Profiles	Inception Canvas, Risks, Goal List, Open Questions	Prioritized development tasks, Jointly produced code or pseudocode, Observed difficulties and open design questions, Proposed design revisions
Tagsno overlap	GrowthMetricsAlignmentRetention	MetricsMeasurementEngineeringAlignment	AlignmentArchitectureCanvas	ArchitectureEngineeringFeedbackValidationTasks

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