The work may move to AI.
Accountability doesn’t.
Execution
Record every AI workflow what the AI agent and the human(s) in the loop actually ran.
Authorization
Record the full credentialing chain behind every AI workflow. The work, the AI agent, and every human authorization behind it.
Systems
Record which system the AI agent, and human in the judgment loop touched while carrying out the work.