Mental Wellness App Powered by AI Insights
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Melly sought to enter the competitive mental wellness market with a platform that combined clinical rigor with AI-driven personalization. The client faced the pressure of delivering safe, accurate therapeutic insights while ensuring strict data privacy. They needed a scalable architecture that allowed non-technical staff to manage content dynamically, reducing operational overhead and enabling rapid, data-backed growth in user engagement.
WebMob delivered a comprehensive, cross-platform mental wellness application built with Flutter, Laravel, and Gemini AI. We engineered a robust backend infrastructure that integrates advanced sentiment analysis with a flexible content management system. This solution empowers the client to provide personalized therapeutic exercises and real-time coaching while maintaining high standards of data security.
The client struggled to balance complex AI-driven personalization with the operational need for non-technical content management and rigorous data privacy standards.
AI Integration and Data Privacy
The client needed to provide therapeutic insights via AI but faced significant risks regarding response accuracy and the protection of sensitive mental health data.
We integrated the Gemini API, implementing strict data transfer protocols and continuous model training to ensure that all AI-generated responses remained safe, relevant, and compliant with privacy standards.
Dynamic Content Management
The client relied on developers for every content update, creating a bottleneck that prevented the marketing and clinical teams from responding quickly to user needs.
We built a robust CMS using GraphQL, allowing non-technical staff to update content independently. This decoupled the content lifecycle from the development cycle, significantly increasing operational agility.
User Activity Tracking
Managing complex user states, such as exercise frequency and personal preferences, was manually intensive and hindered the ability to deliver timely, personalized prompts.
We implemented a sophisticated schedule and track system using cron jobs and real-time processing, enabling automated, time-zone-aware notifications that align with individual user activity history.
WebMob engineered a secure authentication gateway supporting multiple social providers. This ensures robust user identity verification through two-way authentication, protecting sensitive account data from unauthorized access.
We developed a dynamic profile module that visualizes user activity metrics. This feature provides premium subscribers with detailed progress graphs, enhancing the value proposition for the client's premium tier.
The team built an admin-controlled FAQ repository that integrates directly into the mobile interface. This allows the client to address common user queries without requiring ongoing technical support.
WebMob integrated a library of clinically backed CBT exercises into the platform. This enables the client to offer structured mental health support while managing access levels for different subscription tiers.
We deployed an AI-driven coaching tool powered by ChatGPT. This feature provides personalized mental health guidance, with usage limits configured to drive conversions toward the client's premium subscription model.
The team engineered a secure media upload system for premium users. This allows individuals to express emotional states through visual content, enriching the platform's therapeutic data and user engagement.
We developed a versatile journaling module featuring speech-to-text conversion. This enables users to document their emotions easily, providing the client with deeper insights into long-term user sentiment trends.
WebMob created a personalized scheduling engine that organizes daily tasks and exercises. This ensures users receive a tailored wellness program, increasing daily retention and consistent platform interaction.
We implemented a gamified streak tracking system to monitor consistent user activity. This feature incentivizes daily engagement, helping the client build long-term habits and improve overall user retention rates.
The team built an automated quote delivery system that serves unique, non-repeating content daily. This encourages social sharing and increases the brand's visibility across external social media platforms.
WebMob integrated social interaction tools across all content modules. This allows users to curate favorites and share therapeutic resources, effectively turning the user base into a growth engine.
Melly is built on a modern cross-platform stack with Flutter, Laravel, and Gemini AI for intelligent mental wellness insights.
Flutter
PHP (Laravel)
AWS
Gemini AIPHP-FPM
NginxThe platform transformed the client's operational capacity, enabling rapid content updates and secure, personalized AI-driven mental health support at scale.
| Capabilities | Before | After |
|---|---|---|
| Content Updates | Required developer intervention for all changes. | Non-technical staff manage content via CMS. |
| User Engagement | Manual tracking of user progress. | Automated, time-zone-aware notifications. |
| AI Safety | Unstructured data and privacy risks. | Secure, compliant Gemini API integration. |
Understood the business goals, user needs, existing workflows, and technical requirements.
Defined the system architecture, technology stack, integrations, and data flow required for the solution.
Built the core platform in agile sprints, integrating APIs, backend services, frontend experiences.
Launched the solution, monitored performance, resolved initial issues, and ensured a smooth transition to production.
Validated functionality, performance, security, and usability before preparing the solution for production.
WebMob delivered a high-performance, secure digital ecosystem that allows the client to scale their wellness services while maintaining clinical integrity.
Reduced reliance on developers for content updates through a self-service administrative dashboard.
Built on a robust backend that supports growing user volumes without compromising system performance.
Increased user stickiness through automated streak tracking and personalized daily activity planning.
Achieved a secure, compliant AI integration that meets strict health data privacy standards.
Melly demonstrates how AI and mobile technology can come together to support mental and emotional wellness. By combining CBT exercises, AI-powered coaching via Gemini, journals, and personalized activity plans, the app helps users build self awareness and foster personal growth. Built with Flutter and Laravel, the platform delivers a consistent experience across iOS and Android for users in the United Kingdom and beyond.
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We implement strict guardrails, continuous model training, and rigorous testing protocols to ensure AI outputs are clinically relevant, safe, and aligned with privacy standards.
Yes, we build custom CMS solutions using GraphQL that allow your team to update text, exercises, and quotes independently without needing to write code.
We utilize secure data transfer protocols, encrypted databases, and strict access controls to ensure all user health data remains private and compliant with regulations.
Integration timelines vary based on complexity, but we typically deliver a functional, AI-integrated MVP within 4 to 6 months using agile development methodologies.
We design scalable backend architectures using AWS and optimized database structures to ensure the platform remains responsive even during peak usage periods.
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D-U-N-S Number: 860386955
CIN: U74999GJ2016PTC092785
