Restaurants and cafés · Sample scenario
Daily location report
When the day closes, POS data from all locations is combined, checked for anomalies by rules, and a short report goes to management.
Problem
Location results are collected by hand: each location manager sends figures by message, and management does not see the full picture until noon the next day.
How it works today
Location managers send a photo of the end-of-day POS report or the figures by message, and someone in the office copies them into a spreadsheet. A location that reports late often goes unnoticed.
What this scenario changes
When the day closes, each location's data is pulled from the POS automatically, combined into one table and checked against rules such as voided receipts, discounts and sales deviation. AI turns the figures into a short text and the report goes to management. A location whose data did not arrive is flagged separately.
The process step by step
- Day close: Scheduled run
- POS data collected: End of day for each location
- Have all locations reported?: Data from every location
- Locations combined: One table
- Anomaly check: Voids, discounts, sales deviation
- AI summary: Short text for management
- Report sent: Emailed to management
Exception path
- Location manager checks: POS connection and day close
- Report sent with a flag: The missing location is shown clearly
The role of AI
Writes a 3 to 5 sentence summary for management from the combined figures and flagged anomalies.
Human approval and exceptions
A location whose data did not arrive is not shown as zero sales; it is flagged separately and the location manager checks it. AI does not guess the cause of an anomaly, it only notes it.
Frequently asked questions
Does AI explain the cause of an anomaly?
No. AI only notes cases that hit a rule; the location manager investigates the cause.
Can locations with different POS systems be combined?
Yes, when each system offers an export or API; field mapping is set up in the initial phase.
Who receives the report?
A list set by management; location managers can receive only their own location's part.