The integration of AI and ML in financial risk management presents significant opportunities to enhance operations and forecasting. However, challenges such as algorithmic bias, cybersecurity threats, and data privacy concerns must be addressed. While these technologies improve decision-making and customer experience, ensuring fairness and security is crucial. The gap between developed and emerging economies in AI adoption highlights the need for investment and collaboration to foster an inclusive financial ecosystem.