EGFFY

Technical Implementation of AI-Driven
Medication Adherence Solution

Explore the architecture and technologies that powered our 63% reduction in hospital readmissions.

Tech Stack

React 18

Frontend framework with concurrent rendering support

Node.js 18

Backend API with microservices architecture

MongoDB

Document database for patient data

AWS

Cloud infrastructure and ML services

System Architecture

Modular and Scalable Design

Our system employs a multi-tiered architecture with intelligent components working in harmony to deliver personalized medication coaching.

API Gateway

Central routing for all patient and provider interactions

Data Layer

Secure patient data management with HIPAA compliance

ML Platform

Patient behavior prediction and adherence models

Notifications

Real-time push/sms notifications and reminders

Module Architecture Diagram
Implementation Features
Adaptive Reminders

ML models analyze patient behavior patterns to create personalized reminder schedules. Trained on over 2 million patient interactions.

Real-Time Analytics

Behavioral tracking dashboard with instant notifications for non-adherence detected within seconds of event occurrence.

Doctor Integration

Automatic reporting system syncs with EHR systems. FHIR-compliant