01
Mycelium Ingestion
Module 1
Aggregate intersection camera vehicle counts and pedestrian button presses in real time.
Use Case 29 · Public Sector & Smart City
Smart City Municipal Traffic Light Signal Optimization
Adaptive real-time traffic signal timing driven by computer vision and road sensors.
Customer need & pain point
The problem this replaces.
- Fixed-timer traffic signals cause severe urban congestion during peak rush hours.
Step-by-step execution
How the engine executes it.
02
Multi-LLM Routing
Module 1
Calculate vehicle queue lengths and flow velocity across key road arterial routes.
03
Agentic AI
Module 4
Adjust green light phase durations dynamically via smart traffic controllers.
04
Agentic AI
Module 4
Prioritize signal green waves for public transit buses and ambulances.
Quantifiable ROI & impact
What changes commercially.
- 23% drop in average commute travel time
- 18% reduction in urban idling emissions
The “aha” moment
“City traffic flows continuously now because traffic signals adjust dynamically to real-time road conditions.”