AI in credit risk modeling: Innovation requires accountability

Financial institutions are entering a new phase in credit risk modeling. AI and machine learning are no longer experimental capabilities. They are becoming central to how risk is assessed, priced and managed at scale. At the same time, regulatory expectations are evolving. The European Central Bank (ECB) has opened the …