Real results from real operations
These anonymized case studies represent outcomes from pilot programs and early deployments. Specific results vary based on site conditions, processes, and implementation scope.
Global 3PL Cold Storage Facility
Managing inventory accuracy across temperature-controlled zones with limited staff access windows. Manual counts were infrequent and labor-intensive, leading to discrepancies between WMS records and actual stock.
“We went from quarterly surprises to daily confidence. Our clients notice the difference in how quick...”
— VP of Operations
Automotive Manufacturer International Freight
Shipping partially-filled containers on international routes due to poor visibility into actual utilization. Planning was based on weight limits alone, missing significant volume consolidation opportunities.
“We knew we were shipping air, but we couldn't quantify it. Now we have data to drive consolidation d...”
— Director of Supply Chain
Regional Distribution Center
High-volume facility with 30 dock doors struggled to track inbound receipts and outbound shipments accurately. Dock congestion led to delays and mispicks that weren't identified until customer complaints arrived.
“The visibility we have now would have seemed impossible two years ago. We catch problems before they...”
— Warehouse General Manager
Global 3PL Cold Storage Facility
Challenge
Managing inventory accuracy across temperature-controlled zones with limited staff access windows. Manual counts were infrequent and labor-intensive, leading to discrepancies between WMS records and actual stock.
Approach
Deployed Inventory Vision using existing cold storage cameras, minimizing the need for staff to enter temperature-controlled areas for counting. The system captured pallet movements during normal picking and replenishment activities.
What Changed
Operations teams now receive daily discrepancy reports instead of quarterly physical counts. Customer-facing staff can answer stock questions in real-time rather than submitting research requests.
“We went from quarterly surprises to daily confidence. Our clients notice the difference in how quickly we can answer their inventory questions.”
— VP of Operations
Automotive Manufacturer International Freight
Challenge
Shipping partially-filled containers on international routes due to poor visibility into actual utilization. Planning was based on weight limits alone, missing significant volume consolidation opportunities.
Approach
Installed Fillrate Vision at outbound gates across three facilities. Captured departure images and established baseline utilization metrics by lane, carrier, and destination.
What Changed
Planning teams now review daily utilization dashboards before confirming shipments. Low-fill alerts trigger consolidation discussions before containers leave the facility.
“We knew we were shipping air, but we couldn't quantify it. Now we have data to drive consolidation decisions and justify the effort.”
— Director of Supply Chain
Regional Distribution Center
Challenge
High-volume facility with 30 dock doors struggled to track inbound receipts and outbound shipments accurately. Dock congestion led to delays and mispicks that weren't identified until customer complaints arrived.
Approach
Combined Inventory Vision and Fillrate Vision across all dock doors. Created a unified control tower view showing real-time dock status, inbound/outbound counts, and exception alerts.
What Changed
Shift supervisors start each day reviewing the control tower dashboard. Exception-based management replaced the previous walk-and-check approach.
“The visibility we have now would have seemed impossible two years ago. We catch problems before they become customer issues.”
— Warehouse General Manager
Case studies are anonymized and represent outcomes from various pilot programs and implementations. Specific customer names and identifying details have been removed. Results vary by site, process, and deployment scope.
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