What is Autonomous Agent?

Autonomy is a spectrum, not a switch. At one end, a model suggests and you execute. At the other, you say keep the support inbox at zero and the system decides what that means today — which messages to answer, which to escalate, when it's done. An autonomous agent sits at the far end: it sets its own intermediate steps, handles a failing API by retrying or routing around it, and doesn't return for instructions between every action. The hard part isn't acting; it's knowing when to stop.

Autonomy and oversight aren't opposites if you place the oversight carefully. Velaris agents run multi-step without asking permission to think, search the capability mesh, or read — and then stop dead at destructive-tier tools, where a human decides. Credentials are scoped to the run, so autonomy is bounded by what that run can reach rather than by trust. The result is an agent that works unsupervised for the many steps that are reversible, and supervised for the few that aren't.