This session explores the collaborative process used to develop clear, flexible AI syllabus statements aligned with institutional AI policy. Participants will learn how faculty concerns, disciplinary needs, and ethical considerations were balanced to create practical language that supports transparency, academic integrity, and instructional autonomy.