Late Detection by Design
Current systems are built to confirm known outbreaks after they spread—not to detect novel or emerging threats at the earliest possible moment.
The Biological Threat Detection Gap
Aviation Accelerates Spread
Global air travel moves people and pathogens faster than traditional surveillance can keep pace, creating windows of undetected transmission.
Environmental Signals Go Unmonitored
Wastewater, cabin environments, and airport infrastructure hold early biological signals that are largely untapped for real-time threat awareness.
Why Now: Convergence
Rapid Genomic Sequencing
Portable and scalable sequencing enables near real-time pathogen identification at the edge.
AI-Powered Anomaly Detection
Machine learning can flag unusual biological signatures before traditional epidemiology confirms an outbreak.
Global Aviation Connectivity
Aircraft and airports form a natural sensor network spanning borders and demographics.
System Architecture: Hybrid Intelligence Framework
Airport Sampling→Genomic Sequencing→AI Detection
LomaHipe Edge AI
On-site processing for rapid triage and low-latency alerts at the point of collection.
LomaHipe Central Platform
Aggregated threat intelligence, epidemiological modeling, and integration with public health and defense stakeholders.
Pipeline: From Biological Sensors to Medical Countermeasures
Biological Sensor Network
Aviation and airport wastewater and environmental sampling.
AI Bio-Sentinel
Anomaly detection and pathogen signal identification.
Pathogen Threat Intelligence
Structured intelligence for decision-makers.
Epidemiological Forecasting
Spread modeling and scenario planning.
Medical Countermeasures
Vaccine and therapeutic readiness and deployment.
Aircraft & Airport Infrastructure as Sensors
- Aircraft Lavatory Wastewater Tanks
- Cabin Sinks and Lavatories
- Aircraft Waste Service Trucks
- Airport Wastewater Infrastructure
- Flight Origin and Passenger Metadata
Partner Ecosystem
Genomic Sequencing Partner
- Sample collection and logistics
- Sequencing and bioinformatics
- Data handoff to LomaHipe platform
LomaHipe AI Biological Intelligence Platform
- AI-driven anomaly detection and threat scoring
- Global threat intelligence fusion
- Alerting and integration with public health and defense
Harry DuBotts Cycle
Detect
Continuous biological signal collection from aviation and airport nodes.
Analyze
AI-powered identification of anomalies and emerging pathogen signatures.
Alert
Timely, actionable intelligence to stakeholders and decision-makers.
Protect
Informed biosecurity posture and resource allocation.
Respond
Coordinated response and medical countermeasure readiness.
Global Aviation Bio-Sensor Network
- 1Aviation Biosensors — wastewater and environmental sampling at aircraft and airports.
- 2Genomic Sequencing Nodes — distributed sequencing for rapid pathogen identification.
- 3LomaHipe AI Bio-Sentinel — anomaly detection and threat intelligence.
- 4Global Pathogen Threat Intelligence — fused picture for public health and defense.
Strategic Vision
Continuous Biological Monitoring
Persistent, scalable surveillance across the aviation ecosystem.
AI-Powered Early Warning
Detection of emerging threats before traditional surveillance confirms them.
Proactive Biosecurity Posture
From reactive confirmation to proactive protection.
Transform aviation from a vector of spread into a global early-warning sensor network—enabling faster, smarter biosecurity decisions.