Advanced Machine Learning Suite with LSTM, GRU, Transformer, XGBoost, CatBoost and more.
Simulate historical investment growth with buy-and-hold, benchmark comparison, and FORPY ML-assisted timing.
Forecast forward stock and watchlist outcomes with bull, base, and bear scenarios plus AI strategy construction.
Analyze financial text for sentiment with deep learning models.
AI-powered options strategies and analysis with real-time options chains.
Market regime detection, liquidity stress, tail risk analysis, and portfolio intelligence.
Stocks, crypto, commodities, FX analysis with technical indicators and alerts.
Autonomous agents with metacognitive reflection, confidence scoring, and regime detection.
Cross-correlation, predictive memory, behavioral anomalies, and strategy evolution.
Comprehensive fundamental analysis with 350+ financial ratios and elite scoring.