Machine learning algorithms are a promising tool used to predict trends in the financial market. Companies can train their machine learning apps on large amounts of data and in real-time scenarios. This approach allows businesses to react to market changes earlier and more flexibly than when forecasting with traditional methods.

Financial companies can also use machine learning algorithms in early warning systems that predict risk scenarios, financial anomalies, portfolio changes, etc.