Department playbook
Supply chain: AI watches replenishment, reconciliation and shipments
Demand forecasts, replenishment, purchase orders, supplier reconciliation, stock counts and shipment tracking are handled by AI employees; supplier negotiation and purchasing decisions stay human.
Pain points
What Supply chain spends the day on
Stock on both ends
Overstock and stock-outs at the same time.
Slow reconciliation
Invoices, receipts and payments matched line by line.
Opaque tracking
Shipment status found by phone.
Role task breakdown
Example: Buyer / planner — what goes to AI
Structure from the reference report; time shares are samples, measured per role in the diagnostic.
Sample
| Task | Time share | Mode | AI employee | Human retains |
|---|---|---|---|---|
| Forecasts and replenishment | 20% | AI assists | Replenishment Agent | Purchasing decisions |
| Purchase orders | 15% | AI assists | Replenishment Agent | PO approval |
| Supplier reconciliation | 20% | AI executes | Supplier Reconciliation Agent | Variance handling |
| Shipment tracking and alerts | 20% | AI executes | Shipment Tracker Agent | Exception decisions |
| Supplier development and negotiation | 25% | Human core | — | Fully retained |
AI employees
The AI employees for this department
Replenishment Agent
- Forecasts and replenishment suggestions
- Draft purchase orders
- Shortage and slow-stock alerts
Boundary: POs approved by people
Supplier Reconciliation Agent
- Three-way matching
- Variance lists
- Reconciliation letter drafts
Boundary: Never pays automatically
Shipment Tracker Agent
- Automatic milestone tracking
- Delay alerts
- Customer notice drafts
Boundary: Exception plans decided by people
Results
What changes
Figures are sample models or targets.
0Automatic payments
Start with supply chain?
Clear rules make reconciliation and tracking great pilots.