Digital Twin Layout Optimization
with Private 5G
Virtual warehouse replica for layout optimization, process simulation, and what-if analysis powered by real-time operational data.
Why Now
Layout Change Risk
$500K+ cost per layout change with no guarantee of improvement
Expansion Decisions
Cannot model $20M+ warehouse expansion before committing
Throughput Pressure
E-commerce demands 35% higher throughput without building expansion
Technology Maturity
Digital twin platforms now proven for warehouse optimization
Real-Time Data
5G enables continuous IoT tracking of workers, equipment, inventory
Peer Success
Leading warehouses demonstrating 30-40% throughput gains
The Operational Challenge
Layout decisions made without simulation lead to costly mistakes and suboptimal operations.
Trial & Error Layouts
Layout changes cost $500K+ in downtime and rework, with no guarantee of improvement
Congestion Issues
Cannot predict traffic patterns before implementing changes, causing bottlenecks
Suboptimal Slotting
Fast-moving items placed far from shipping, slow-movers near docks
Expansion Planning
Cannot model warehouse expansion impact before committing $20M+ investment
Process Inefficiencies
No way to test process changes without disrupting live operations
Limited Visibility
Cannot visualize real-time operations to identify improvement opportunities
The Private 5G Enabled Solution
Real-Time Twin
Virtual warehouse reflects live operations with worker, equipment, inventory positions
Process Simulation
Test layout changes, slotting strategies, automation scenarios before implementation
Traffic Analysis
Visualize congestion patterns, identify bottlenecks, optimize flow paths
Space Optimization
AI identifies opportunities to increase storage density and reduce travel
What-If Scenarios
Model seasonal peaks, new product lines, automation additions
AR Visualization
View digital twin overlaid on physical warehouse via AR headsets