Predictive AI is highly effective in anomaly detection by analyzing data to identify unusual patterns or outliers that deviate from the norm. This is particularly useful in fields such as cybersecurity, where predictive AI can detect and respond to potential threats, and in manufacturing, where it can identify equipment malfunctions before they lead to failures.