Dashboards people open. Numbers people agree on.
A semantic layer that makes “what was revenue last quarter” have exactly one answer, and reporting built around decisions rather than around available fields.
The problem
Most BI problems present as a tooling problem and turn out to be a definitions problem. Three teams report three revenue figures. Each is defensible. None reconcile. Trust in the reporting layer erodes, people go back to spreadsheets, and the platform investment quietly stops paying for itself.
Changing dashboard vendors does not fix this.
What you get
Metric definitions
A governed semantic layer, agreed with the business, version controlled
Dashboards
Designed around specific decisions and specific people
Self-service enablement
So analysts can answer their own questions without filing tickets
Embedded analytics
Where reporting needs to live inside your product or portal
Data literacy training
For the teams consuming it
Working with your data
We work under NDA from day one, with read-only access scoped to what the engagement needs, revoked at project close. Where you’d rather nothing left your environment, we work inside it. Your data is never used to train models, ours or anyone else’s. Happy to walk through specifics on a call.
FAQ
Power BI, Tableau, Looker, or Metabase?
We work across all four. If you’ve already bought one, we’ll build on it. If you haven’t, the decision follows your team’s skills and your governance requirements more than feature comparison.
Why does the semantic layer matter so much?
Because it’s the difference between metric definitions living in one governed place and living in forty dashboard queries that drift apart over two years. It’s the highest-leverage thing in a BI programme and the most commonly skipped.
Can you fix our existing dashboards rather than rebuild?
Often. We’ll audit first and tell you honestly which is cheaper.
Tell us what’s stuck.
Most of our engagements start with a 30-minute call where we listen more than we pitch. If we’re not the right fit, we’ll say so and point you somewhere better.