Analytics & Insights
Management spends around twenty hours a month assembling numbers by hand. This surface is generated from the same canonical event log that drives every other module — one number, one definition, one timestamp, drillable to the record.
Expected vs actual meal flow
Planned, prepared, dispatched and received meals against tagged rework in the same frame.
Demand-to-cash conversion
Where volume is lost between a ward request and a paid invoice.
- Demand received6,28031 site/ward records
- Demand locked6,0314 records still open−249 vs previous stage
- Plan published6,031Plan v12
- Production completed5,5402 batches on hold−491 vs previous stage
- Dispatched5,2103 loads not ready−330 vs previous stage
- Received5,06018 shortage meals−150 vs previous stage
- Reconciled4,6404 deliveries unreconciled−420 vs previous stage
- Billed4,180AED 12,584 unbilled−460 vs previous stage
Emirate scorecard
Operational health, OTIF and rework by Emirate.
| Emirate | Sites | OTIF | Rework | Confidence | Top risk |
|---|---|---|---|---|---|
| Abu Dhabi | 3 | 86% | 21.8% | 71% | Ward 04 attendance not refreshed before lock |
| Dubai | 3 | 81% | 24.6% | 66% | Supplier ETA slip on PO-1048 hits locked plan |
| Sharjah | 2 | 90% | 18.3% | 78% | Diet mismatch detected on Site 07 renal trays |
| Ajman | 1 | 93% | 11.2% | 88% | Receiving queue ageing above 90 minutes |
| Umm Al Quwain | 1 | 95% | 8.4% | 91% | Attendance still submitted on paper form |
| Ras Al Khaimah | 1 | 85% | 19.1% | 74% | Unit 03 dispatch load not ready by cut-off |
| Fujairah | 1 | 91% | 13.7% | 82% | Site receipt confirmation arriving by WhatsApp |
Exception mix
Which rules are firing most across the operating cycle.
Next best actions
Ranked by impact on meals, cash and customer commitments.
- CriticalEX-2007
Confirm attendance for Abu Dhabi Ward 04 before the lock window closes.
Owner Hessa Al Dhaheri
- CriticalEX-2001
Expedite PO-1048 because it affects tomorrow's locked production plan.
Owner Areef Mohammed Ismail
- HighEX-2009
Review 38-meal variance at Dubai Central Kitchen.
Owner Nadia Farouk
- MediumEX-2008
Assign backup owner for an unacknowledged production task.
Owner Layla Hassan
- MediumEX-2005
Reconcile completed delivery CC-2381 with its invoice.
Owner Huda Kamal
Demand confidence vs rework
The relationship the discovery interviews described: poor upstream data drives kitchen rework.