Data Dashboard

Every month someone exported four systems into a spreadsheet and rebuilt the same deck. By the time it circulated the numbers were three weeks old, and nobody could explain how any figure was derived.

Scheduled ingestion into a warehouse with the transformation logic written down and version controlled. The dashboard reads from that, so every number traces back to a source and refreshes without anyone rebuilding it.