AI vision inspecting passing railcars at a fixed inspection point

Car Inspection

Automated pass-by railcar inspections.

Inspect railcars with visual and thermal imaging systems as they pass fixed inspection points, helping teams detect equipment issues without interrupting operations.

Early

Issue detection

Automated

Pass-by inspections

Thermal

Monitoring

Reduced

Failure risk

Automatically inspect railcars using visual and thermal imaging systems while trains remain in motion. AI vision technology continuously monitors passing railcars to identify safety, maintenance, inventory, and operational issues in real-time without interrupting operations.

  • Automated pass-by inspections without stopping trains
  • Early detection of equipment and safety issues
  • Thermal and visual monitoring in real-time
  • Reduce risk of in-service failures and unplanned downtime
  • Improve inventory visibility and railcar tracking
  • Support safer and more efficient yard operations

AI vision systems can help identify:

  • Overheated bearings, brakes, and wheels
  • Missing or damaged components
  • Wheel and brake rigging defects
  • Open doors, shifted loads, and leaking product
  • Cracked welds and structural damage
  • Dragging equipment and safety hazards
  • Graffiti and exterior damage
  • Material overflow during loading and unloading
  • Hatch, valve, and tank car integrity issues

Thermal imaging systems can also detect abnormal heat signatures associated with overheating components or potential product leaks.

In addition to safety and maintenance inspections, AI vision systems can automatically read railcar numbers, placards, AEI tags, and reporting marks to support inventory tracking, logistics visibility, and operational reporting.

How It Works

Cameras deployed at fixed inspection points continuously capture visual and thermal data from passing railcars during normal operations. AI vision software analyzes the imagery in real-time and flags potential issues through a centralized dashboard, allowing operations and maintenance teams to review alerts and respond faster.

Designed for Continuous Rail Operations

Canopy Vision systems are designed to operate alongside existing rail workflows and inspection programs, helping rail operators expand inspection coverage, improve response times, and reduce reliance on manual inspections over time.

Ready to automate railcar inspection with AI vision?

Canopy Vision helps teams inspect moving railcars using RGB and thermal cameras to identify potential safety, maintenance, and operational issues before they become larger problems.

Discuss Car Inspection