Financial Modeling Toolsets for Financial Management AI-Integrated News Processing & Price Prediction Price Predictions with modern news-based intelligence. Portfolio Optimization SOTA Financial Portfolio System using Gerber covariance with Mean-Absolute-Deviation and Conditional Value-at-Risk and Kmeans optimization boosting.