Inventory Loss Detection
KEY IMPACT
SYSTEM DEPLOYED
- • Inventory transactions
- • Shipment data
- • POS records
- • Inventory management
- • Point-of-sale systems
- • Warehouse management
SYSTEM ARCHITECTURE
Transaction Data → Intelligence Engine → Pattern Detection
↘ Loss Alerts → Operations TeamTHE SITUATION
A large retail distribution network experienced significant inventory loss that only became visible during quarterly physical counts. Loss prevention teams had no real-time visibility into shrinkage patterns, making it impossible to address issues until months after they occurred. Suspected theft, process errors, and damaged goods went undetected for extended periods, compounding losses.
DEPLOYMENT
Mirage deployed agents that monitor inventory transactions, shipment data, and point-of-sale records in real-time. Agents detect unusual patterns (unexpected variances, transaction anomalies, location-specific losses) and alert operations teams immediately. Loss prevention teams now respond to issues in real-time instead of discovering them months later during physical counts.
RESULTS
Inventory loss fell by approximately 31% in Year 1. Loss patterns identified and addressed in real-time rather than quarterly. Process errors contributing to shrinkage detected and corrected immediately. Administrative workload for loss prevention reduced by approximately 42%, allowing teams to focus on high-risk locations and targeted interventions.