Technology
A resilient infrastructure stack, built for critical care.
VanguardHealth combines deep interoperability, real-time telehealth, and clinical AI — engineered for modern hospital networks.
The data pipeline
From fragmented legacy systems to a unified clinical view.
1. Ingest
We connect to legacy EHRs via secure API gateways, pulling in HL7, FHIR, and even raw unstructured clinical notes.
2. Parse
A clinical NLP engine parses unstructured notes into actionable medical codes (ICD-10, SNOMED, RxNorm).
3. Normalize
Patient records are deduplicated and mapped to a unified master patient index, regardless of the source facility.
4. Analyze
Our rules engine flags potential drug interactions, missing lab results, and overdue preventative care.
5. Route
Telehealth infrastructure handles WebRTC video streams, automatically attaching the session to the unified patient chart.
6. Synthesize
An LLM layer generates a concise visit summary for the physician to review and sign off.
The clinical knowledge graph
Every diagnosis, medication and lab — connected.
Conditions, prescriptions, and lab results are modeled as nodes in a clinical graph, enabling intelligent decision support that understands patient risk beyond simple rule-matching.
The stack
Built on resilient systems for zero downtime.
Clinical NLP
Medical-grade entity extraction for unstructured clinical narratives.
Interoperability Engine
Native FHIR server handling millions of resource transactions daily.
Real-time Telehealth
Low-latency WebRTC infrastructure for seamless remote consultations.
Decision Support
Edge-based rule evaluation for immediate clinical alerts.
Zero-Trust Cloud
Multi-region AWS infrastructure ensuring 99.99% uptime for critical clinical operations.
Immutable Audit Log
Every data access, modification, and telehealth session is logged securely for compliance.
HIPAA Compliant
End-to-end encryption, BAA agreements, and SOC2 Type II certified architecture.
Want a technical deep-dive?
We're happy to walk hospital IT and integration teams through our architecture.