How can lenders make smarter decisions from the data they already collect? Machine learning in lending helps identify borrower patterns, improve risk assessment, and support more personalized credit decisions. But successful implementation depends on data quality, model validation, explainability, and careful integration into existing lending operations. This article explains where machine learning brings value and what to consider before building it into your product.