Volo Health, AI therapist

Case Study: Volo Health: AI Therapist

Client: Volo Health
Platform: iOS + Python Backend + AWS Industry: Mental Health / AI Therapy

Overview

Volo Health is an innovative mental health platform that brings personalized, AI-powered therapy directly to users through a sleek iOS app. The app leverages deep psychoanalytic methods and adaptive machine learning to support users in their emotional journeys.

Our Contribution

The Osmium team was responsible for delivering the product end-to-end, covering all key aspects of development and deployment:

• ✅ Backend Development — Python-based, scalable and secure architecture
• ✅ iOS Application — Built from scratch with modern design and smooth UX
• ✅ DevOps — Full CI/CD pipeline, cloud infrastructure, monitoring
• ✅ AI Integration — Implementation of core AI workflows and prompt engineering
• ✅ Documentation — Technical documentation and handover materials

Core Features

• AI Therapy Sessions: Intelligent assistant engages users in reflective conversations, simulating real therapeutic dialogue using most popular techniques (CBT, IFS, Gestalt)
• Personalized Experience: Dynamic content based on user behavior and emotional trends
• Deep Psychoanalysis Tools: Inspired by classical methods to guide users toward self-awareness
• Data Security: Built with strict privacy controls and secure architecture

Technologies

• iOS: Swift, UIKit
• Backend: Python, FastAPI, PostgreSQL, Redis
• Infrastructure: Docker, AWS, GitHub Actions
• AI Stack: LLAMA3, LangChain, custom logic and fine-tuned prompts from real psychological data, Data mining

Outcome

• ⚡️ First MVP delivered in 3 months (October -January)
• 🔄 Smooth and responsive UI/UX with strong performance on mobile
• 🚀 Scalable and production-ready infrastructure
• 🔧 Continued support on AI refinement and feature expansion