AI Layer
Pharma AI Operations Center
Every agent supports ASK → ANALYZE → RECOMMEND → PLAN → ACT. AI never writes to the ERP directly: recommendations pass through human review and approval before a transaction is created.
Active agents
19
across 9 domains
Open recommendations
6
Critical priority
2
Value at stake
EGP 9.4M
protected if actioned
AI agents
Executive Pharma Copilot
Executive3 decisions require CEO/COO attention today
AI action center — recommendation, impact, owner, status
| Recommendation | Impact | Domain | Owner | Priority | Status | Action |
|---|---|---|---|---|---|---|
Transfer 4,500 packs of Amoxicillin 500 mg from Alexandria DC to Cairo DC Cairo DC coverage falls to 6 days while Alexandria holds 41 days of cover. | Protects EGP 1.8M of secured pharmacy demand | Distribution | Distribution Manager | High | New | |
Pull Manufacturing Order MO-9016 forward by 5 days Statistical + AI forecast converge on a stockout of Product X in 12 days. | $180K revenue protection | Manufacturing | Production Planner | Critical | New | |
Raise purchase requisition for 40,000 kg Lactose Monohydrate MRP net shortage of 38,000 kg against a 45-day supplier lead time. | Avoids 3 batch postponements on Line 1 | Procurement | Buyer — Excipients | High | Under Review | |
Escalate QA release of batch B-782 Batch has waited 41 hours in QA review; committed to a hospital tender on Thursday. | Prevents OTIF penalty of EGP 640K | Quality | QA Director | Critical | New | |
Schedule predictive maintenance on Line 3 blister sealer Vibration and motor-current trends give 72% failure probability in 14 days. | Avoids ~18 h unplanned downtime (EGP 940K) | Engineering | Maintenance Manager | High | New | |
Reallocate near-expiry stock of Omeprazole 20 mg to tender channel 62,000 packs expire in 104 days; tender demand accepts 90-day shelf life. | Recovers EGP 3.1M of at-risk inventory | Supply Chain | Supply Chain Director | Medium | New |
AI daily executive brief
- Product Atorvastatin 20 mg reaches safety stock in 12 days at current run-rate.
- Batch B-782 has been waiting 41 hours for QA release — hospital tender at risk.
- API supplier Anhui Fine Chem is 9 days late on PO-2026-0403 (Paracetamol API).
- Near-expiry exposure of $82K added yesterday across Cairo DC and Alexandria DC.
- Production Line 3 shows a 72% likelihood of another stoppage within 14 days.
- Two critical deviations were opened in Packaging; one needs QA classification today.
Records & transactions
AI agent directive
No records posted in this module yet. Use “New record” to create one — it is saved to the shared database with an audit entry, recomputed into the KPIs and alarms, and fed to the AI agents as live context.