This panel features Audrey Ellis from T3 Advisory Group sharing research on how artificial intelligence is shaping decision-making in higher education. Ad Astra’s Sasha Victorine also discusses AI’s dual role in an ed tech organization—how it’s used internally and how it’s embedded into course scheduling to support student access, progression, and completion. Dr. Duane Williams of Texas A&M University–San Antonio will provide real-world insight from an institutional perspective on AI strategy and implementation.