Implementing effective AI governance frameworks presents unique challenges for small to medium municipal governments - such as State College, PA - often differing significantly from the approaches adopted by larger cities due to resource constraints, data availability, and in-house expertise. This presentation will explore these key distinctions, drawing on real-world examples and potential strategies relevant to municipalities of similar scale, emphasizing the need for tailored and adaptable governance solutions.