An open-source market insight platform that ingests price/volume data, fundamental metrics (income, balance, cash flow), and company disclosures (10-Q/10-K, earnings releases). It extracts features, runs analytics/ML to detect trends, breakouts, and risk, and pushes real-time alerts via the app or webhooks—turning raw market data into actionable signals.