AI systems designed to pursue goals over multiple steps, making decisions and taking actions rather than just responding to a single prompt. The defining trait is autonomy across time: the system manages its own intermediate state and adapts its plan as results come in. Agentic AI is a mode of operation, not a specific architecture — any LLM can be run agentically given the right scaffolding.