The delivery shape
The engagement prioritized metric alignment, data cleanup, and dashboard clarity over sprawling BI complexity.
Metric alignment
Leadership and teams aligned on the few indicators that actually mattered.
Dashboard rollout
The first dashboard layer focused on adoption and decision usefulness, not volume.