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Development of Metabolic Health Tracking Mobile Application with Real-Time CGM Integration

geniusee.com

Health & Fitness

Information technology

Medical

Challenges in Metabolic Health Management

Existing health tools fail to provide actionable insights from continuous glucose monitoring (CGM) data, lack user-centric design for complex health metrics, and struggle with secure real-time data transmission from medical devices to mobile platforms.

About the Client

A16z-backed health tech startup focused on preventative metabolic health management through data-driven solutions

Core Project Goals

Develop a feature-rich mobile app for real-time metabolic health tracking
Create intuitive data visualization tools for complex health metrics
Establish seamless integration with CGM devices
Ensure compliance with healthcare data privacy regulations

System Functionality Requirements

Real-time CGM data synchronization
Interactive health metrics dashboards
Personalized metabolic insights and recommendations
Historical data visualization with trend analysis
User-friendly interface with minimalistic design
Cross-platform compatibility (iOS/Android)

Technology Stack Requirements

React Native

GraphQL

Kotlin

AWS

Firebase

System Integration Needs

Continuous Glucose Monitoring (CGM) devices
HealthKit (Apple)
Google Fit
HIPAA-compliant data storage

Performance and Security Requirements

Real-time data processing with <1s latency
End-to-end encryption for health data
99.9% application uptime SLA
Compliance with HIPAA and GDPR standards
Scalable cloud architecture for 1M+ users

Expected Business Impact

Empower users to make data-driven health decisions through real-time metabolic insights, establish market differentiation through seamless medical device integration, and drive user engagement with personalized health recommendations while maintaining strict compliance with healthcare regulations.