A new governance framework for generalist AI agents, called CUGA, enables autonomous operation across various tools while ensuring compliance and oversight. This system integrates policy interventions at multiple checkpoints to enhance safety and adherence in enterprise applications, particularly in sensitive sectors like healthcare.