Evaluation is the process of checking whether a system's output is actually correct and useful before and after it goes live.
Evaluation might mean reviewing a batch of drafted follow-up emails for accuracy before a system goes live, or spot-checking its output weekly once it is running. It is how a business, and the team that built the system, keeps confidence in what it is producing over time.