Automation should remove coordination, not create another layer of it.

A practical look at where AI agents create leverage, where they create risk, and how to deploy them without losing control.

Start with one dependable loop

The strongest AI systems begin with a narrow, measurable workflow. They capture a clear input, make a bounded decision, route the next action, and record what happened. Reliability is designed before scale.