HealthTech6 min readNovis Health Sciences
HIPAA-Compliant Diagnostic Assistant & Multi-Modal Clinical Intelligence
Developed a generative AI clinical copilot analyzing patient EHR records, radiology reports, and lab results to assist 45,000+ medical practitioners.
Verified Production Benchmarks
-72%
Physician EHR Charting Time
40M+
EHR Documents Indexed
99.4%
Diagnostic Accuracy Agreement
100%
HIPAA & SOC2 Type II Certified
The Core Challenge & Constraints
Physicians spent 3.5 hours per day on EHR documentation and manual search across fragmented clinical histories, leading to physician burnout and delayed triage decisions.
The InventIQ Engineering Solution
Engineered an on-premise RAG platform fine-tuned on clinical nomenclature with strict differential privacy, zero PII data persistence, and verified hallucination guardrails.
Key Technical Architectural Decisions
Multi-modal embedding model for combined text, labs, and radiology reports
Cryptographic token isolation guaranteeing zero tenant cross-contamination
Automated citations with direct links to primary clinical literature
Local offline inference capability for rural hospital resilience
“The diagnostic assistant is phenomenal. It surfaces critical medical histories in seconds that previously required 20 minutes of digging through historical PDFs.”
Dr. Elena Rostova
Chief Medical Information Officer, Novis Health Sciences
Technologies & Infrastructure Deployed
PyTorchvLLMQdrant Vector DBFastAPIReactTypeScript