CASE STUDY
Family Health Hub - AI-Powered Health Management
For Wellify
We developed a comprehensive PWA to empower families to proactively manage their health through AI-driven analytics, vital signs tracking, and a secure document hub.
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Client
Healthcare Technology Company
Industry
HealthTech / Digital Wellness
Duration
6 Months
Services
Technologies Used
Project Overview
We developed a comprehensive PWA to empower families to proactively manage their health through AI-driven analytics, vital signs tracking, and a secure document hub.
Development Timeline
Our structured approach to delivering this complex project
Phase 1: Research & Secure Architecture Design
Defined HIPAA-compliant architecture and core data models for health tracking.
Phase 1: Research & Secure Architecture Design
Defined HIPAA-compliant architecture and core data models for health tracking.
Phase 2: MVP Development
Built the core PWA for manual vital logging, family profiles, and dashboarding.
Phase 2: MVP Development
Built the core PWA for manual vital logging, family profiles, and dashboarding.
Phase 3: AI & Advanced Features Integration
Developed the AI image analysis, automated reporting, and document storage features.
Phase 3: AI & Advanced Features Integration
Developed the AI image analysis, automated reporting, and document storage features.
System Architecture
A HIPAA-compliant, microservices architecture designed for the secure handling of sensitive health data, ensuring both high availability and strict data privacy.
Technical Stack Overview
Presentation Layer (PWA)
A secure and accessible Next.js frontend providing a consistent experience on any device.
Application Services
A set of Node.js and Python microservices for handling business logic, API requests, and user management.
Data & AI Layer
Firebase for real-time data and user documents, with Genkit and custom ML models for analytics and image recognition.
Infrastructure
All services are containerized with Docker and deployed on a secure Google Cloud Platform VPC, ensuring data isolation and compliance.
Architecture Diagram
The Challenge: Fragmented and Reactive Family Healthcare
Managing health information for a family is often a chaotic mix of paper records, clinic portals, and memory. This makes it nearly impossible to track trends, manage chronic conditions, or get a holistic view of a family's well-being.
Inconsistent and error-prone manual logging of vital signs.
Inability to visualize long-term health trends or correlations.
Difficulty in securely storing and sharing medical documents with providers.
Lack of proactive alerts for potential health issues.
Our Solution: A Centralized, Proactive Health Command Center
1Discovery & Strategy
We consulted with healthcare professionals to design a platform that was both user-friendly for families and capable of providing medically relevant insights. Security and data privacy were paramount from day one.
2Development & Implementation
We engineered a cloud-native PWA with a Next.js frontend for a seamless mobile experience. The backend consists of Node.js microservices for core functionality and Python services for AI-driven analytics, orchestrated with Kubernetes. A key innovation is the AI-powered vital signs capture, which uses Genkit to analyze an image of a medical device's screen and log the data automatically.
3Key Features & Capabilities
AI-powered vital signs capture from an image of a device screen.
AI-generated daily and weekly health summaries in natural language.
Secure, encrypted medical document storage with Firebase Cloud Storage.
Real-time dashboard with trend visualization for each family member.
Asynchronous processing for report generation and complex analytics.
Project Showcase
Explore the visual journey of our development process and the final product
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Empowering Families with Actionable Health Intelligence
The numbers speak for themselves. Here's the measurable impact we delivered for our client.
95%
Reduction in manual data entry errors
AI image capture eliminated typos and incorrect entries.
70%
Increase in consistent health tracking
The ease of use led to more regular monitoring of vital signs by users.
99.99%
Uptime and Reliability
The cloud-native, microservices architecture ensured the platform was always available.
These results demonstrate our commitment to delivering measurable business value through innovative technology solutions.
Client Testimonial
Hear directly from our client about their experience and the impact of our solution
"Family Health Hub is a brilliant tool that bridges the gap between clinical data and everyday life. The AI-powered vital capture is a game-changer for accuracy and convenience."
Dr. Emily Rodriguez
Family Physician & Early Adopter, Wellify
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