Repetitive workflows may contain steps that AI can assist, classify, summarize, or route. We examine the process, the available data, the tolerance for error, and the points where human judgment remains necessary before choosing an approach. A useful implementation might support document review, lead triage, information extraction, or draft reporting while keeping approval boundaries explicit. Integration and logging are part of the design so the system can be observed and corrected. The objective is a controlled operational tool, not unsupervised automation for its own sake.