Primary Care Network Platform:
Building Clinical Infrastructure for Ontario Physicians
A unified platform that integrates with provincial EMR systems, handling patient scheduling, clinical documentation, and billing—replacing fragmented point solutions with enterprise-grade technical architecture.
Key Outcomes
Reduction in administrative overhead
Saved per physician per day
Addt'l revenue/physician/year
Technology Stack
The Challenge
Ontario's healthcare system has no standardized interoperability layer. Most clinics manually duplicate data entry across 5+ different EMR platforms (OSCAR, Accuro, PS Suite, TELUS Health), consuming 2-3 hours per physician per day. This fragmentation leads to burnout, billing errors, and less time for patient care.
Multi-EMR Integration
We built a FHIR R4-compliant abstraction layer with real-time bidirectional sync. This allows the platform to read and write to any underlying EMR without the user needing to switch contexts.
Intelligent Scheduling
ML-powered scheduling engine that analyzes historical appointment patterns and patient complexity to optimize calendar utilization with automated buffer allocation.
Core Features
OHIP Billing Automation
Our NLP engine extracts clinical notes, maps them to OHIP billing codes, and validates them against 3,000+ provincial rules. It auto-generates claims submissions with real-time validation, reducing rejection rates from 8-12% to 1.2%.
AI Clinical Documentation
Real-time transcription with medical terminology understanding. The system auto-structures notes into SOAP format, extracts ICD-10 codes, and flags follow-ups. Physicians retain full review control, but start with a 90% complete draft.
Technical Architecture
System Architecture Overview
Final Thought
This architecture delivers 99.7% data synchronization accuracy and a measurable improvement in clinical workflow efficiency.
By abstracting away the complexity of legacy EMRs, we allow physicians to focus on what matters: patient care.