01
Mycelium Ingestion
Module 1
Ingest anonymized pharmacy prescription trends, hospital triage symptom logs, and emergency calls.
Use Case 25 · Public Sector & Smart City
Municipal Public Health Outbreak Tracking & Resource Allocation
Geo-spatial disease cluster detection and dynamic medical supply routing.
Customer need & pain point
The problem this replaces.
- Delayed identification of localized infection surges leading to hospital bed shortages.
Step-by-step execution
How the engine executes it.
02
Geo-Spatial Intelligence
Module 2
Apply H3 spatial clustering to pinpoint emerging outbreak epicenter hexes.
03
Multi-LLM Routing
Module 2
Calculate regional ICU bed availability and medical supply consumption rates.
04
HITL Agentic AI
Module 4
Issue automated dispatch orders for medical supplies and staff reassignments.
Quantifiable ROI & impact
What changes commercially.
- 4.5 days faster outbreak response time
- 28% improvement in ICU resource distribution.
The “aha” moment
“Traffelo AI identified infection micro-clusters 4 days before traditional clinical reporting systems.”