Magazine

Beyond Black Box AI for Financial Markets

As AI adoption accelerates across financial services, explainability remains one of the industry's most significant challenges. Brandon Davies explores the development of a Human in the Loop AI model designed to generate forward-looking market insights while maintaining transparency, accountability and regulatory acceptability. Drawing on behavioural science, conviction narratives and machine learning, the model seeks to provide a more explainable alternative to traditional foundation models. The article examines how organisations can balance innovation with governance while improving confidence in AI-driven decision-making across increasingly complex and dynamic financial markets.