Data Solutions · Analytics

Turn the warehouse into decision-ready analytics everyone trusts.

A governed metrics catalog, a semantic layer so every team computes the same number, and BI dashboards leadership actually uses, so the warehouse stops being a data lake nobody drinks from and starts driving decisions.

Book an initial consultation Start with a Data Audit

Our warehouse is full, but the business still can't get one number it trusts. Why?

When every team defines revenue, pipeline, or churn its own way, dashboards multiply and confidence collapses. The fix is not another BI tool, it is a governed metrics layer that defines each number once and computes it the same way everywhere. This package builds that layer and the dashboards on top of it, so leadership argues about decisions instead of about whose number is right.

Scope

What's included

KPI and metrics catalog

A governed catalog that defines each metric once, with owner, formula, and grain, so there is a single agreed definition of every number.

Semantic layer

A semantic or metrics layer that computes those definitions centrally, so every dashboard and query returns the same answer.

BI dashboard build

Executive and operational dashboards built on the semantic layer, designed around the decisions they support, not a wall of charts.

How it works

From kickoff to handoff

Define the metrics

We catalog the KPIs that matter, settle their definitions, and assign owners, so the numbers are agreed before they are built.
Build the semantic layer

We implement the metrics layer that computes those definitions once, centrally, for every consumer.
Ship the dashboards

We build the BI dashboards on top, designed around the decisions leadership and operators actually make.

Outcomes

What you walk away with

A governed KPI and metrics catalog with one definition per number
A semantic layer so every team computes the same number
BI dashboards designed around decisions, not chart sprawl
Decision-ready analytics leadership actually uses

Questions

Frequently asked

Do we need a warehouse first?

Yes. Analytics and BI sit on top of a modeled warehouse. If you do not have one yet, Data Foundation & Governance builds it, and a Data Audit will confirm the sequence.

Which BI tool do you use?

We are tool-aware and build on the BI platform that fits your stack. The durable value is the metrics catalog and semantic layer underneath, which keep your numbers consistent regardless of the tool on top.