What this fixes
Restaurant owners need numbers quickly, but weekly reports can be unreliable when order sources, payment channels, menu names, and refunds are not cleaned first. The workflow focuses on consistent fields before charts.
- Sales data comes from POS exports, delivery apps, cash records, and spreadsheets.
- Menu item names are inconsistent across channels.
- Refunds, cancellations, and pending payments are not separated clearly.
- Owners receive totals but not the exceptions that need action.