In this conference, we explore the impact of artificial intelligence on forex trading, showcasing how investment strategies can be defined using the most advanced machine learning algorithms. We will address the most innovative techniques, such as supervised learning and big data, which are transforming this market, without overlooking the ethical and regulatory challenges associated with the integration of AI in the financial sector.