Daniel Knowles

exclaim

Exclaim Recovery

go to Exclaim Recovery

Exclaim Recovery is an AI-powered platform designed to help individuals overcome gambling addiction through community support, behavioral tracking, and intelligent guidance.

It combines real-time social features with an advanced AI counselor, enabling users to share experiences, connect with others, access recovery resources, and receive personalized support throughout their journey.

The platform brings together private messaging, group discussions, community feeds, goal tracking, and structured recovery tools, all supported by an intelligent system that adapts over time to provide meaningful, context-aware guidance while maintaining a safe, peer-support environment.

Architecture & Technologies

Frontend: Next.js (TypeScript), React Native (iOS & Android)

Backend: Node.js, PostgreSQL, Prisma

AI System: LangGraph-based agent architecture with OpenAI and Anthropic models

Data & Retrieval: pgvector-powered RAG over recovery resources and research

Real-Time: Ably WebSockets for live messaging and synchronization

Rendering: Server-side rendering and incremental static generation

AI Capabilities: Sentiment analysis, behavioral tracking, crisis detection, long-term memory

Architecture: Monorepo powering web, mobile, and AI systems