As companies fill themselves with specialized AI agents that audit one another, human authority shrinks into a narrow but powerful function: deciding which cases deserve to escape the machine workflow.
The modern corporation becomes legible not through departments but through exception paths. Most routine work is generated, checked, cross-scored, and approved by interacting agents. Humans remain, but not where twentieth-century management expected: fewer planners, more arbiters. Prestige moves to those who can override the system without collapsing it. Entry-level jobs vanish, middle management thins, and a new workplace elite emerges around appeal rights, override budgets, and escalation timing. Organizations become calmer on the surface and colder underneath, because every human intervention is expensive and therefore rationed.
At 2:10 p.m. on the 31st floor of a Seoul insurer, a 29-year-old exception officer stares at a queue of 843 appeals and knows she can manually rescue only twelve before her override budget locks for the day.
Exception systems can also expose where institutions are brittle. Once appeals are logged and compared, patterns of unfairness become harder to hide. Worker councils and consumer groups may use that visibility to demand broader rights, cheaper review access, or mandatory human contact for high-stakes services.