Distribution Yards
Raise turn rate, cut dwell, and enforce parking discipline across mixed systems (YMS, GPS/RFID, cameras) without rip-and-replace.
Common challenges
Industry pain points
- Gate spikes and inbound queues delay turns and appointments.
- Mis-parked trailers and slow trailer-find create lost time.
- Yard-truck idle storms in choke points with limited visibility.
- Multiple systems (YMS, GPS beacons, cameras) with no single pane.
-28%
Gate dwell
+14%
Turn rate
99%
Trailer find rate
Gate dwell vs. move priority (placeholder)
Data fabric
Signals we ingest
- YMS moves, appointments, yard tasks.
- Gate OCR/scan events, RFID/GPS beacons, door status.
- Yard cameras and geofence entries for safety/parking rules.
Connect & deploy
- REST/MQTT webhooks; cloud or on-prem.
- Explainable alerts and audit trail for disputes.
Closed-loop ops
Actions & automations
- Reprioritize moves based on SLA/dwell and door availability.
- Geofence alerts for mis-parked trailers; assisted re-park tasks.
- Reroute yard trucks around live choke points.
- Door/door-set pairing to stabilize latency.
Explainability example
Turn delay risk at Gate 2. Why: inbound stack > threshold, door set D unavailable, queue aging. Action: reprioritize move list + reassign to set C.
Saliency bars (placeholder)
Modeled impact
Business impact
- Fewer missed appointments and detention penalties.
- Faster turns and better yard-truck utilization.
- Less search time with higher trailer-find accuracy.
-31%
Missed appts
+9%
Yard-truck util
-22%
Choke dwell
Live simulation (illustrative)
7.8m
Avg gate dwell
112
Trailers moved
5
Active alerts
Dwell trend (placeholder)