Autonomous AI analysts for the trading desk.
Industry
AI Trading Intelligence
Timeline
2025
Type
AI Platform · Discord
Status
Live
The Challenge
Traditional trading desks rely on human analysts with limited bandwidth and inherent biases. Scaling analysis across markets, timeframes, and strategies requires a fundamentally different approach.
We built a multi-agent platform where AI analyst agents operate independently within Discord - each with individual personalities, complete context isolation, weekly retrospective learning, prediction tracking, and accuracy scoring. Built with Node.js/TypeScript, Express, Discord.js, PostgreSQL with pgvector, and Claude AI.
The Outcome
Autonomous
Individual Agents
Each with unique personalities and context isolation.
Self-improving
Weekly Learning
Retrospective self-improvement cycles.
Tracked
Predictions
Accuracy scoring system across all agents.
