ML Alpha

How can Artificial Intelligence be leveraged for investing?

AI in investing provides a distinct advantage by efficiently handling vast amounts of financial data, analyzing historical trends, and extracting insights from complex relationships. Unlike traditional analysis limited by human capacity, AI models consider numerous variables, combining fundamental, technical, and macroeconomic data to enhance predictions.

What are the limitations of AI-based investing?

AI-based investing has notable strengths but also comes with limitations. Firstly, it's crucial to understand that financial markets lack scientific predictability, and AI models predict outcomes with varying probabilities rather than certainties. Furthermore, Machine Learning models may suffer from biases and overfitting.

What are the ML Alpha Scores?

The ML Alpha Scores are indicators displayed on our investment platform, represented through radar charts for each company. These scores are derived from the predictions of multiple Machine Learning (ML) algorithms analyzing various fundamental, technical, and contextual parameters for a given company at a specific time.

Are ML Alpha Scores guaranteed predictors of stock performance?

No, the scores are based on statistical predictions from ML models, and there is no guarantee that any particular company will perform well in the future. Therefore, it is recommended to diversify portfolios with multiple stocks featuring high scores to manage risks.

How often do you update the data?

All price-dependent data (e.g., stock price, technicals, price-dependent fundamentals, or portfolio performances) are updated daily, using the close price from the previous day.