VLM output
Inside a warehouse, a single operator drives a yellow forklift carrying a small cardboard box from the open floor near the loading dock doors toward the dock area, while tall pallet racking on the right stays fully stocked. In the final frame the forklift has set the box down on the floor beside the dock door and remains stationary next to it.
- Warehouse Activity DetectedYes
- Forklift Count1
- Personnel Count1
- Forklift In MotionYes
- Load Handling EventYes (box placed down)
- Loading Dock Door OpenYes
- Rack OccupancyHigh
- Person-Forklift Proximity RiskLow
- Aisle ObstructionNo
Customer challenges
Floor hazards and obstructions often rely on manual patrols for detection
Blocked aisles can interrupt material and vehicle flow
Spills and leaks may create both safety and operational risks
Congestion can reduce efficiency in high-traffic operating areas
Operators lack continuous visibility into changing floor conditions
Customer benefits
Improve operational visibility
Reduce workflow disruptions
Detect floor hazards earlier
Improve traffic and material flow
Reduce manual inspection workload
Key features
Obstruction Alerts
Detects objects blocking aisles, exits, or equipment access.
Environmental Hazards (Spills & Leaks)
Detects spills and leaks in the warehouse.
Before & after
| Before | After — with Linker AI Nexa |
|---|---|
| Before Periodic floor inspections | After — with Linker AI Nexa Continuous AI monitoring |
| Before Obstructions discovered manually | After — with Linker AI Nexa Real-time obstruction detection |
| Before Spills found after disruption occurs | After — with Linker AI Nexa Early hazard detection |
| Before Congestion identified reactively | After — with Linker AI Nexa Continuous congestion visibility |
| Before Operational issues rely on staff reporting | After — with Linker AI Nexa Automated event detection |