- As a train passes through a fixed inspection point
- an array of trackside cameras captures every wagon in detail while a GPU-based edge controller processes the footage in real time — automatically checking each section of the train for missing nuts
- cracked wheels
- other visible faults that would otherwise require a manual walk-around inspection