AI and machine learning play a critical role in Sophos XDR by enhancing its ability to detect and respond to threats. These technologies analyze large volumes of data to identify patterns, anomalies, and emerging threats in real-time. They enable automated threat hunting, prioritize alerts based on risk, and suggest optimal response actions, thereby improving the efficiency and effectiveness of security operations.