What is agentic AI, and how does it differ from traditional AI in cybersecurity? ai threat analysis refers to autonomous, goal-oriented systems that can perceive their environment, make decisions, and take actions to achieve specific objectives. Unlike adaptive ai security , which is often rule-based or reactive, agentic AI systems can learn, adapt, and operate with a degree of independence. In ai security toolchain , agentic AI enables continuous monitoring, real-time threat detection, and proactive response capabilities.