Case study · Mid-market company · Multi-department organisation
One trusted source for reporting
Problem
Every department reported different numbers from manual exports, and leadership couldn't trust any single dashboard.
Process
Modelled the data properly, defined each metric once, and rebuilt reporting in Power BI on a reliable, refreshing foundation.
Payoff
A single trusted source of numbers that leadership acts on instead of debating.
Reports disagreed because everyone built their own from separate exports, with definitions that quietly drifted apart. Meetings turned into arguments about whose numbers were right.
I modelled the data properly, defined each metric once, and rebuilt reporting in Power BI on a foundation that refreshes reliably. The debates stopped: one definition, one trusted source, dashboards leadership could finally act on.