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Case Study
2026-03-15
10 min read

How CSX Reduced Track Trespass Fatalities by 40%

Dhi Engineering
Edge AI Architecture
Reviewed by: Dev Sanghvi (Lead Architect)

Deployment Challenge

CSX operates thousands of track miles lacking fiber backhaul. Cloud-based video streaming was physically and financially impossible.

The Edge Solution

We deployed ruggedized Nvidia Jetson architecture in passive NEMA enclosures attached directly to utility poles. The compute happens 14 feet from the lens.

Actionable ROI

Instead of flooding the tactical operations center with wind and wildlife alarms, Dhi filtered out 99.4% of false positives, delivering only high-confidence human trespass warnings to dispatchers instantly.

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