MarketPulse AI

MarketPulse AI is a pre-earnings intelligence multi-agent platform that fuses live web signals into confidence-scored intelligence objects for equity analysts, delivering in 20 seconds what takes an analyst hours to produce manually. As part of its architecture, there are four specialist Claude agents that independently analyze news sentiment, hiring trends, SEC filing language, and financial data. A Claude orchestrator synthesizes their reports and resolves conflicts. Results are stored in ChromaDB, giving the system persistent memory and trend detection across runs. SERP API for real-time news and hiring signals, Web Unlocker for SEC EDGAR and Yahoo Finance, all firing in parallel via ThreadPoolExecutor. JWT authentication with role-based access (first user auto-becomes superadmin), rate limiting at 60 requests/hour, persistent JSON cache surviving server restarts, APScheduler auto-refreshing every 6 hours, and an admin dashboard showing live cache status and user management. Alternative data firms charge $50,000+ annually for comparable signals. MarketPulse delivers continuous, multi-source intelligence at pennies per query.