Financial institutions apply predictive analytics to detect fraud, assess credit risk, and forecast market trends. Algorithms analyse transaction data in real time, flagging suspicious behaviour and improving risk modelling making financial systems safer and more reliable. These insights also help personalise financial offerings, enhancing customer experience and retention.