What is Agentic AI?

Agentic AI refers to AI systems that operate with a degree of autonomy over extended task sequences. Rather than simply responding to a single prompt, an agentic system breaks a goal into steps, decides which tools to use at each step, executes actions, observes the results, and adjusts its approach — all in a loop until the task is complete or a human needs to be involved.

The distinction from a basic chatbot is significant. A chatbot responds. An agentic system acts. It might search the web, read a document, write and execute code, send a message, update a database, or trigger an external API — then use the results to decide what to do next.

In practice, agentic AI is what powers real-world automations like an insurance verification pipeline that reads a patient's details, queries a payer's eligibility portal, interprets the response, and updates the EHR — without a human touching it. The 'agent' orchestrates this sequence reliably and handles edge cases.