01
Mycelium Ingestion
Module 1
Ingest camera feeds, gate entry logs, and vessel berth schedules.
Use Case 24 · Automotive, Mobility & Logistics
Port Freight Congestion & Dynamic Route Guidance
Real-time port terminal congestion monitoring and automated drayage truck routing.
Customer need & pain point
The problem this replaces.
- Drayage trucks waiting in multi-hour queues at port gates, driving up fuel costs and missed dispatch fees.
Step-by-step execution
How the engine executes it.
02
Multi-LLM Routing
Module 1
Predict gate queue wait times using spatial computer vision models.
03
Agentic AI
Module 4
Push optimized gate arrival time slots directly to fleet dispatcher apps.
04
HITL Agentic AI
Module 4
Automatically issue updated delivery time estimates to end customers.
Quantifiable ROI & impact
What changes commercially.
- 31% reduction in truck gate wait times
- 22% lower fleet fuel burn.
The “aha” moment
“Port gate bottlenecks vanished once arrival slots were dynamically throttled based on real-time berth status.”