As AI reshapes every career sector, districts must move beyond isolated tools and toward a coherent, sustainable AI strategy. This session explores how Advance KY, in partnership with a local school district, designed a scalable, equitable, and standards-aligned plan for implementing AI across CTE programs focused on curriculum, teacher readiness, ethics, and long-term sustainability.