The wealth management industry is undergoing a significant transformation driven by rapid digitization and shifting client expectations. This article explores how wealth managers are integrating financial data analytics and agentic AI workflows to provide hyper-personalized advice, optimize investment portfolios, and automate complex back-office functions. It highlights the shift from traditional relationship-based models to a \"human-in-the-loop\" approach, where machine intelligence augments human empathy and judgment to manage risks and meet modern regulatory demands.