Preparing an AI-Enabled Workforce: Results of a Needs Assessment

Rapid advances in artificial intelligence (AI), particularly large language models, are transforming education and healthcare. In response, an academic medical center conducted an institution-wide survey to assess AI adoption, perceptions, and training needs among faculty, staff, and students. A total of 1,376 responses (10.3%) were analyzed. While over 90% agreed AI use is inevitable, one-third reported feeling pressured to include new technologies in their roles. Respondents varied widely in their understanding of legal and ethical implications. These findings highlight both enthusiasm and gaps in readiness for an AI-enabled future and will guide institutional policies and training priorities.