Illustrative use case · Operations & Supply Chain
AI Operations Control Tower That Detects and Resolves Problems
An agent that spots supply and shipment problems early, works out who is affected and prepares a resolution for your team to approve.
The Business and the Problem
The business
An illustrative $60 million distributor with two warehouses and about 120 shipment exceptions a month.
The problem
- A delayed shipment means checking affected orders, inventory, suppliers and other warehouses.
- Staff compare alternative transport and delivery commitments by hand.
- The information sits in the ERP, email, spreadsheets and carrier portals.
- Customers often hear about problems late.
What it costs
Staff spend more time finding the cause of a problem than deciding what to do, emergency freight costs rise, and customers are let down.
What Agentic Resources Builds
An operations agent connected to your ERP, inventory, supplier and carrier data, monitoring for exceptions and preparing options with costs attached.
Monitor
Monitors inventory, suppliers and shipment information.
Assess impact
Identifies potential delays and which orders and customers are affected.
Find options
Finds alternative inventory or fulfillment options.
Cost the options
Calculates the cost and service implications of each option.
Recommend and update
Recommends a resolution, requests approval where required and updates systems.
How It Works
Exception detected
A delay or shortage is flagged.
Impact assessed
Affected orders and customers are identified.
Options found
Alternative stock, sites or carriers are checked.
Options costed
Cost and service impact are compared.
Approval requested
A planner approves the preferred option.
Systems and customers updated
Orders are updated and customers informed.
Where People Stay in Control
Spend approval
Emergency freight and costly changes need planner approval.
Customer commitments
Changes to promised dates are approved before customers are told.
Supplier actions
Orders with suppliers are placed by your team.
Audit trail
Every recommendation and decision is logged.
Potential Results
Faster resolution
Exceptions investigated in minutes rather than hours.
Fewer disruptions
Customers hear about problems earlier, with a solution.
Lower emergency freight
Better options found before expensive fixes.
Better visibility
One view of open exceptions and their status.
Potential Financial Value
Illustrative model, not a client result. Figures are assumptions for a business like the one described above. Your own figures come from the measured baseline in our readiness diagnostic.
| Source of value | Modeled assumption | Annual value |
|---|---|---|
| Investigation time | 120 exceptions a month; 30 minutes saved each; $40 per hour loaded cost | $28,800 |
| Emergency freight | 20% reduction on $150,000 annual emergency freight | $30,000 |
| Potential annual value (illustrative) | $58,800 | |
Technology
Have a Process Like This in Your Business?
Tell us how it works today. We can help identify what can be automated, what should remain under human control and where the financial return may be greatest.