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SRV-02 · BI & DASHBOARDS

Dashboards that decide, not decorate

Shared semantic layer, auditable KPI trees, analyst self-serve.

workspace/dashboard/revenue
Revenue · last 12 days · USD
Target $10kDec 08$12,420
DASHBOARDS · PREVIEW

3 × dashboards

DASH-01line

Revenue executive

MRR · $184k+12.4%
DASH-02bar

Retention cohort

NRR · 118%+2.2%
DASH-03line

Ops health

p95 · 4.8min-6.1%
METRIC · MODEL

Approach · metric model

Metrics don't hide in every dashboard. Defined once in the semantic layer, tested like any engineering artifact, exposed with a clear owner.

BEFORE · 00

Before

  • Formulas duplicated across 5 dashboards
  • Weekly arguments about "the right number"
  • No owner

AFTER · 01

After

  • One versioned definition
  • Same number in every channel
  • Owner + freshness contract
SELF-SERVE

Self-serve for analysts

Analysts query the semantic layer in SQL or in the BI of their choice. No tickets to data team just to cross two dimensions.

Wire a real pipeline to your warehouse

30-min stack review. We come back with a scoped plan, an owner, and a freshness contract. No SDR, no slide deck.