Echo — Real-Time Financial Intelligence Platform

Echo is an autonomous multi-agent financial intelligence platform built for investors and financial teams who need real-time web data to make better decisions. At its core, Echo uses Bright Data's SERP API to continuously monitor the open web — extracting news signals, hiring trends, regulatory changes, and competitive intelligence for any publicly listed company. This live web data is combined with structured financial data from Yahoo Finance and deep analysis from multiple specialized AI agents running in parallel. Echo covers all three hackathon tracks: Track 2 (Finance & Market Intelligence): Echo delivers alternative data pipelines aggregating hiring signals, earnings indicators, and competitive pricing intelligence. Its multi-source synthesis engine combines live web signals with fundamental analysis to generate structured BUY/HOLD/SELL investment signals with confidence ratings and key reasoning. Track 3 (Security & Compliance): Echo's ComplianceAlertAgent continuously monitors regulatory changes, legal risks, and ESG compliance requirements via Bright Data, delivering structured alerts with urgency ratings to risk management teams. Track 1 (GTM Intelligence): Echo's competitive signal monitoring tracks competitor moves, pricing strategies, and market positioning in real time. Key capabilities include a Portfolio Dashboard with live signal monitoring, Signal History timeline tracking how investment thesis evolves, Stakeholder Analysis mapping supply chains and peer comparisons, ESG profiling, and full PDF financial report analysis. All signals are persisted in SQLite for historical tracking. Echo is built on a four-layer architecture: Fetch → Analysis → Synthesis → Orchestration, designed to scale from single-stock analysis to continuous portfolio monitoring.