Metrics & Trust Layer
One KPI definition. Every team aligned.
Define once. Trust everywhere. Metrics on the same graph as your pipelines.
Canonical definitions
One source of truth per KPI
MRR and churn as first-class objects with grain, owners, and lineage. Not a SQL snippet lost in a BI folder.
- Certification workflow: draft → reviewed → certified
- Plain-English descriptions for leaders
Standardization
Same number in every tool
Looker, notebooks, agents, and APIs resolve to one certified ID. Finance updates a filter once; every surface syncs.
- Override detection on rogue dashboard SQL
- Consumption logs per team and KPI
End metric drift
Stop the three-MRR meeting
Product, finance, and BI each had their own SQL. Metroflow makes the certified path the default.
- Side-by-side diff when definitions diverge
- Executive view: owners, freshness, last change
Reconciliation
Audit trail business metrics
Compare certified MRR against Stripe and CRM. Gaps explained with pipeline attribution, not spreadsheet hunts.
- Exportable trails for finance close
- Brain ties deltas to infrastructure events
Lineage-backed KPIs
Click MRR → see the pipeline
Every metric anchors to dbt models and warehouse tables. Deprecate a model and see which KPIs break instantly.
- Freshness inherited from orchestration
- Same graph powers editors and board decks