Predictive AI in cybersecurity refers to artificial intelligence systems designed to forecast potential threats, vulnerabilities, or cyberattacks using historical data, behavioral analysis, and machine learning algorithms. These systems analyze vast amounts of information from network logs, user activities, and threat intelligence feeds to identify patterns that may indicate future security incidents. By anticipating risks before they occur, predictive AI enables organizations to proactively strengthen defenses, prioritize security resources, and minimize the impact of cyber threats. This approach is increasingly vital as cyberattacks grow more sophisticated, allowing security teams to stay ahead of adversaries and reduce response times.