Ainvesting Tools is a cutting-edge financial platform powered by artificial intelligence to enhance investment decisions. It offers real-time portfolio analysis, market insights, and predictive analytics. The platform is designed to furnish investors with quick and actionable data, ensuring they stay ahead in the highly volatile financial markets. From equities to forex and CFDs, Ainvesting Tools covers a broad spectrum of investment options, enabling users to diversify their portfolios effectively.

Deep Trading Agent provides a complete pipeline for algorithmic trading: data ingestion, environment simulation compliant with OpenAI Gym, deep RL model training (e.g., DQN, PPO, A2C), performance visualization, backtesting on historical data, and live deployment through broker API connectors. Users can define custom reward metrics, tune hyperparameters, and monitor agent performance in real time. The modular architecture supports stocks, forex, and cryptocurrency markets and allows seamless extension to new asset classes.