AI has introduced new challenges across higher education: how to support learning, protect integrity, assess students fairly, and provide meaningful feedback without adding more burden to faculty. This session will explore how institutions can move from reactive AI policies to practical, learning-centered guardrails. Apporto will share a framework for addressing these challenges across the academic lifecycle, including responsible student support, deeper instructor feedback, clearer evidence of authentic work, and secure assessment environments that help campuses turn AI from uncertainty into a guided, responsible learning experience.