AI AGENTS / INSIGHT
What Makes an AI Agent Production-Ready?
A production agent has a bounded job, approved access, review points, and a way to show whether it did the work correctly.
THE SHORT VERSION
Start with the question an operator needs answered.
AI becomes useful when it turns scattered information into a clearer decision. That means defining the operating question, choosing the smallest reliable signal, and designing a workflow around what happens next.
Make the signal actionable Good systems are specific about scope. They make evidence easy to inspect, keep uncertainty visible, and give people a useful next step instead of another dashboard to monitor.
Measure the outcome Before expanding a system, define what better looks like: less manual review, faster response, more consistent decisions, or clearer comparisons across locations.