I run my own finance function on a multi-agent system I built and supervise. What follows is what that has actually taught me - about controls, verification, and the failure modes that show up when software is allowed to act.
What changes when an agent can act? A practical architecture for defining authority, verifying work, and keeping responsibility visible.