This professional learning session supports principals and assistant principals in transforming classroom observations into actionable, evidence-based feedback aligned to school, district, and state instructional priorities. Leaders will learn how to leverage a shared instructional vision and AI tools to move beyond surface-level summaries and instead generate clear, growth-oriented feedback that strengthens instruction. Through hands-on practice, participants will use observation scenarios to explore how AI can streamline evidence collection, improve consistency, and enhance coaching conversations. By the end of the session, leaders will leave with ready to use AI bots, structured feedback tools, and an action plan to immediately improve walkthroughs and evaluation practices.