01
Mycelium Ingestion
Module 1 & 2
Monitor anonymized cell tower displacement telemetry to track displaced population flow.
Use Case 42 · Public Sector & Smart City
Dynamic Emergency Relief Supply & Shelter Allocation
Real-time population displacement tracking and automated humanitarian aid distribution engine.
Customer need & pain point
The problem this replaces.
- Severe supply mismatches where relief shelters run out of clean water and food while neighboring depots overflow.
Step-by-step execution
How the engine executes it.
02
Multi-LLM Routing
Module 1 & 2
Calculate daily calorie, water, and medical supply consumption requirements per shelter node.
03
Multi-LLM Routing
Module 1 & 2
Aggregate regional relief inventory data across military and non-profit warehouses.
04
Agentic AI
Module 4
Automatically generate dispatch schedules for supply convoys based on real-time shelter demand.
Quantifiable ROI & impact
What changes commercially.
- 90% reduction in shelter stock-outs
- 45% lower relief supply waste
The “aha” moment
“Traffelo AI tracked 50,000 displaced citizens and ensured every emergency shelter received exact daily food and water supplies.”