Business Intelligence That Teams Actually Use
Business intelligence turns raw data into answers people act on. But most BI projects fail not on the charts — they fail on the foundation: inconsistent metrics, stale data, and dashboards nobody trusts. We build BI on a governed, tested data model so the answers hold up.
From executive KPIs to self-service exploration, we deliver reporting your teams rely on because the definitions are conformed, the data is fresh, and the numbers reconcile with the systems of record.
Problems we solve
Conflicting metrics
Two dashboards show different revenue for the same month because each defines it differently. Without conformed, governed metrics, BI creates arguments instead of ending them.
Dashboards no one trusts
Once a number is wrong in front of leadership, the whole tool loses credibility. Trust is the real BI deliverable — and it comes from the data layer, not the chart.
Everything is a ticket
When every question requires an analyst to write SQL, insight bottlenecks. Teams need governed self-service, not a queue.
How we approach it
A governed metrics layer
Core metrics — revenue, orders, margin, retention — are defined once, tested, and reused across every report, so the whole company measures the same way.
Reports built for decisions
We design dashboards around the decisions they support, not vanity charts: the KPI, the trend, the breakdown, and the drill-down that answers "why".
Safe self-service
Curated datasets and role-based access let teams explore on their own without breaking definitions or seeing data they should not.
What you get
- A governed, documented metrics layer with conformed definitions
- Executive and operational dashboards designed around decisions
- Curated self-service datasets with role-based access
- Data freshness and reconciliation against systems of record
- Training and documentation for report consumers
- Ongoing enhancement and support options
Technologies & integrations
Our delivery process
- 01Decisions
Start from the decisions and KPIs that matter, then work back to the data.
- 02Model
Define and test conformed metrics on the warehouse.
- 03Build
Design dashboards and curated self-service datasets.
- 04Validate
Reconcile every number against the system of record.
- 05Enable
Train users and roll out governed self-service.
Frequently asked questions
Which BI tool do you use?
We are tool-flexible — Metabase, Looker-style semantic layers, or embedded analytics inside your own app. The value is in the governed metrics layer underneath, which keeps you from being locked to any one tool.
Why do our current dashboards disagree?
Almost always because metrics are defined inconsistently across reports. We fix it with a single governed metrics layer so revenue means the same thing everywhere.
Can teams build their own reports?
Yes — safely. We publish curated, well-named datasets with role-based access so teams self-serve without breaking shared definitions.