01
Mycelium Ingestion
Module 1 & 2
Ingest historical incident logs, emergency call spatial coordinates, and local event schedules.
Use Case 41 · Public Sector & Smart City
Predictive Urban Policing & Spatial Crime Vector Mitigation
Privacy-compliant spatial incident tracking that optimizes police patrol deployments to high-probability incident zones without using PII.
Customer need & pain point
The problem this replaces.
- Static police beat assignments lead to slow emergency response times and ineffective crime deterrence in urban centers.
Step-by-step execution
How the engine executes it.
02
Edge PII Scrubbing
Module 1 & 2
Strip all personal suspect and victim demographic data at edge nodes to ensure ethical compliance.
03
Multi-LLM Routing
Module 1 & 2
Predict micro-spatial crime probability maps across city sectors using H3 grid modeling.
04
Agentic AI
Module 4
Automatically rebalance mobile police unit patrol routes toward predicted high-risk zones.
Quantifiable ROI & impact
What changes commercially.
- 22% drop in urban street crime incidents
- 30% faster average emergency response time
The “aha” moment
“We deployed officers preemptively to predicted high-risk sectors without ever profiling individual citizens.”