Artificial intelligence is accelerating automation risk in administrative roles, reshaping how universities and colleges manage support functions. In an example tied to Vanderbilt University, an executive assistant described deploying tools such as Copilot and ChatGPT to handle meeting notes, cutting tasks from hours to minutes. The article frames the change as disruptive for office and administrative support work, while noting that broader labor metrics still show continued employment declines in secretary and administrative assistant categories. It also highlights how AI adoption may shift job tasks rather than eliminate all functions overnight. For higher education, the operational takeaway is that back-office workflows are already being redesigned, pushing institutions to reassess staffing models, policy guidance for AI use, and training needs across administrative units.