A leading US investment management organization aimed to improve risk profiling of high-net-worth individuals (HNI) clients. Coforge implemented a machine learning solution using decision trees, XGBoost, and random forests to enhance predictions and recommendations. This solution resulted in better understanding of customer behavior, improved investment suggestions, and significantly increased the match rate of recommendations.