Dwell time is often treated as a throughput problem. Delayed or incomplete signals prevent operations from making timely decisions.

Manual work exists because the operation requires it. But, it disappears when systems provide real-time context teams can trust.

Computer vision captures what’s actually happening in the yard, turning physical operations into real-time, usable data.

Why real-world automation depends on context, timing, and operational trust, not algorithms alone.

Yard security breaks down not because teams aren’t paying attention, but because information isn’t aligned.