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Mobile App Development for Healthcare Weight Loss Program - Phase 2: Feature Expansion & Optimization

spiralscout.com

Health & Fitness

Challenges

Found experienced rapid user growth and a need for a scalable, high-performance mobile app to support its expanding user base. The initial MVP required further optimization to enhance user engagement, integrate with health data platforms, and maintain a scalable codebase for future feature additions.

About the Client

Found is a healthcare startup offering personalized, evidence-based weight management solutions through a holistic approach.

Objectives

Enhance the mobile app's functionality based on user feedback and A/B testing results.
Improve user engagement and conversion rates through optimized UI/UX.
Ensure seamless integration with Apple Health, Google Fit, and other relevant health data platforms.
Maintain a scalable and maintainable codebase to support future feature development and growth.
Continue to leverage data analytics and A/B testing for ongoing app optimization.

Functional Requirements

Personalized weight loss plan creation and management
Progress tracking (weight, measurements, activity)
Integration with Apple Health and Google Fit
Interactive workout and meal planning tools
Community features (forums, support groups)
Push notifications and reminders
A/B tested UI/UX improvements
Secure user authentication and data storage

Preferred Technologies

React Native

Typescript

React Navigation

React Query

Expo Bare Workflow

Amplitude

Apple Health API

Google Fit API

Braze

GitHub Actions

Sentry

Integrations Required

Apple HealthKit
Google Fit API
Braze (push notifications)
Amplitude (analytics)

Key Non-Functional Requirements

Scalability to support a large and growing user base
High performance and responsiveness
Security to protect user data
Cross-platform compatibility (iOS and Android)
Maintainability and testability
Reliable CI/CD pipeline

Estimated Impact

This project aims to further accelerate Found's growth, improve user engagement and retention, and solidify its position as a leader in the digital health space. Success will be measured by increased user activity, improved conversion rates, higher customer satisfaction, and continued positive growth trajectory.