A governed semantic layer, a deliberately curated tool stack, and a self-service culture — built so every executive in the room works from the same version of the truth, and the answer to a question is minutes away, not weeks.
Why most BI fails
A seven-figure Tableau licence, 400 published dashboards, and three separate definitions of monthly recurring revenue. The output doubles every quarter; the trust in it halves.
We build BI capability around a governed semantic layer, an executive KPI frame, and measured data literacy — not around whichever vendor won the last procurement event.
The semantic layer
Everything below the semantic layer is plumbing. Everything above is a decision. Governance lives on the line between them.
Source systems
Consumers
Every consumer asks the layer, not the warehouse. The layer returns the governed definition — identical, every time.
The KPI cascade
Dashboards fail not because the chart is wrong, but because the metric is at the wrong altitude for the audience. We design the cascade deliberately.
Tool selection — without the magic quadrant
Heavy analytical exploration; enterprise rollouts with VizQL-fluent analyst population.
Organisations deep in M365; finance-led analytics; cost-sensitive broad rollouts.
Engineering-led orgs wanting LookML as the governance contract; embedded analytics.
Finance & operations users; rapid rollout; warehouse-native spreadsheets.
The self-service journey
A small BI team produces every report. Request queues grow. Business leaders wait weeks for custom cuts of obvious data.
Sample executive frame
Capabilities
Start here
Estate audit, tool fit, governance maturity, KPI architecture, and a prioritised ninety-day plan. Complimentary — and it often pays for itself in retired licences alone.