Businesses can leverage AI and machine learning to mitigate supply chain risks by analyzing historical data, identifying potential risk factors, and predicting the likelihood and impact of disruptions such as natural disasters, supplier failures, or geopolitical events. AI technology and machine learning enable proactive risk management strategies and contingency planning to minimize the impact of disruptions on supply chain operations.