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Development of Scalable AI-Driven Psychotherapy Platform with Multimodal Biofeedback and Therapist Analytics Dashboard

dashbouquet.com

Medical

Information technology

Challenges in Developing Scalable AI-Driven Psychotherapy Platform

Startup in pre-product stage required implementation of a secure, scalable AI system for multimodal user behavior analysis (text and visual) during therapy sessions, while overcoming limitations in existing Python server infrastructure

About the Client

A health technology startup developing AI-powered mental health solutions for therapists and patients

Objectives for AI Psychotherapy Platform Development

Implement scalable Node.js/Express backend to replace Python server limitations
Integrate real-time biofeedback and AI-driven session personalization
Develop therapist dashboard for live/offline session analysis
Test and optimize multiple LLM models for latency and accuracy
Ensure HIPAA-compliant security for patient data and communications

Core Platform Functionalities and Features

Real-time biofeedback integration during text/visual therapy sessions
Automated intake processing and session summary generation
Sora Meet Therapy for AI-generated memory visualization (images/movies)
Therapist analytics dashboard with live/offline session review
Secure chat and visual analysis system with AI behavior tracking

Technology Stack Requirements

React

Node.js/Express

Python

HumeAI

Groq

Langfuse

Websocket

Critical System Integrations

AI APIs (HumeAI, Groq)
Real-time communication via Websocket
LLM models (Llama3, Mixtral, ChatGPT variants, VILA)

Non-Functional Requirements

Horizontal scalability for concurrent therapy sessions
Sub-200ms latency for AI response times
End-to-end encryption for patient data
HIPAA/GDPR compliance
High-availability real-time processing

Expected Impact of AI Psychotherapy Platform

Enables therapists to deliver 30% more personalized treatment through real-time AI insights while reducing administrative workload by 40%, establishing BetterYou as a pioneer in AI-enhanced mental health solutions with secure, scalable infrastructure ready for enterprise adoption