What is agentic AI, actually?

"Agentic AI" gets used loosely, so it's worth being precise about what it actually means.

A regular AI tool responds to a prompt and stops. You ask, it answers, the interaction ends. An agentic system is different in three specific ways:

It plans. Given a goal — "qualify this inbound lead" — it breaks that goal into steps rather than waiting to be told each one.

It acts. It doesn't just suggest a next step, it executes it: sends the follow-up, updates the record, routes the conversation — inside real systems, not just in a chat window.

It checks its own work. The better implementations verify what they did before moving on, and know when to hand off to a human instead of guessing.

That third point is the one worth paying attention to when evaluating any agentic product, including our own. An agent that acts without checking is just automation with a hair-trigger. An agent that plans, acts, and verifies — with a real handoff point to a person — is the version actually worth trusting with real business processes. That's the bar EBM Iris Orchestrate is being built to.