Situation
A finance team pulled figures from accounting software, Excel workbooks and manual adjustments into a month-end pack. Compilation delayed close review and made every late source change a fire drill. Off-the-shelf BI alone did not fix inconsistent source definitions.
Approach
A representative approach defines source contracts, stages validated extracts, and publishes a dashboard or scheduled pack only after checks pass. Dashboards sit on cleaned feeds - not on unresolved spreadsheet chaos.
Expected operational changes
Implementation scenario. Not presented as a verified client success metric pack.
- Compilation becomes a pipeline with checkpoints, not a personal marathon
- Source mismatches surface before management review
- Analysts spend close week on judgement calls, not re-keying


