Q: AI-Powered Market Intelligence
Investment decisions were previously being made using various disconnected tools: charts in one location, news in another, portfolio tracking in a different area, and community discussions in yet another forum. This created a fragmented experience, increased cognitive load, and diluted the signal-to-noise ratio for retail investors who required straightforward information rather than complexity.
Unified Financial Intelligence Platform
We developed Q, a unified financial intelligence platform for a UAE-based FinTech startup, aimed at integrating crypto, equities, and commodity markets into a single, cohesive interface. Real-time price feeds are delivered via WebSockets with low-latency rendering, while sophisticated charting features such as MACD, RSI, Bollinger Bands, and multi-timeframe candlestick analysis are directly integrated into the platform for effortless technical analysis.
Conversational AI for Investors
At the core of the user experience is Chat with Q, an LLM-powered financial assistant developed using GPT-OSS. With multi-turn memory, it assists users in interpreting market trends, evaluating portfolio risks, and grasping complex investment concepts in simple terms. Instead of merely presenting raw data, it converts information into actionable insights. The proprietary Q-Score and QP-Score frameworks offer a comprehensive view of asset quality across various dimensions, enhancing investors' ability to assess opportunities with greater assurance. The integration of Alchemy SDK brings on-chain analytics to the platform, catering to DeFi-savvy users with blockchain-specific insights. Subscription tiers based on Stripe create a scalable and sustainable commercial model.
Outcome
The platform provides institutional-level financial intelligence through a modern, user-friendly interface, empowering everyday investors with insights typically reserved for professional market participants.
Technologies: React.js · Node.js · MongoDB · WebSockets · LLM (GPT-OSS + Ollama) · Alchemy SDK · TradingView · Stripe · OAuth 2.0 · JWT