Reads queues, conversations, performance signals, and changes in the systems it is permitted to access.
Operators, not schedules
AI Agents
Autonomous operators that work the business continuously rather than running on a cron someone has to maintain.
What it runs
A capability inside the loop.
An AI agent receives live context, acts inside a defined boundary, records each move, and escalates when authority or information runs out. It is built for recurring operational work that should continue without a person maintaining the schedule.
- Runs against live business data, not a static config
- Escalates to a human at the boundary instead of guessing
- Every action written to an auditable ledger
How the loop applies
Observe the surface. Move it. Check the result.
Prioritizes the next bounded action and completes it within the authority it has been given.
Checks the resulting state, writes the outcome to the ledger, and carries useful context into the next cycle.
Apply it
Bring a recurring operating problem.
We will start with the signal, the action boundary, and the evidence that would prove the loop helped.