Autonomous HR is an operating model in which HR processes run with minimal human intervention: the system detects the need for action, decides the response, and executes it within limits the organization defines. In practice, autonomy is a spectrum rather than a switch. Deterministic steps run unattended, judgment steps route to a person, and the system's scope expands only where it has demonstrated correctness.