All Case Studies
YardOEMPilot

OEM Finished-Vehicle Yard — Pre-Export Coverage

By Field Engineering · March 8, 2026 · 6 min read

An OEM finished-vehicle yard at a manufacturing plant — 14,000 EVs in rotation, no thermal coverage before this pilot. The threat model is closer to the bench than to the deck.

The OEM had thermal coverage on the production line and on the storage racks for cell stock. Between those two — the finished-vehicle yard holding 14,000 cars at any time, awaiting transport — there was nothing. They wanted to know whether the marine architecture would transfer.

Adaptation from shipboard

  • Sensor columns instead of overhead mounting — full sight to the underbody.
  • Longer baseline windows because the yard environment is more stable than a deck.
  • Coarser per-row coverage rather than per-vehicle, with reflowed coherence.

Outcome

~14,000
Vehicles under continuous monitoring at peak
2
Confirmed early-warning events in 90 days
0
False alarms after week-2 calibration

Both events were brought to the OEM's incident-response team and isolated before any visible signature. The pilot is being expanded to a second plant in 2026 H2.

Related reading

Continue the thread