Traditional physical security systems generate massive amounts of alerts and data but still force teams into reactive workflows with limited context. This white paper outlines a practical framework for Agentic Physical Security, where AI reasoning, computer vision, and automation work together to deliver proactive monitoring, faster investigations, contextual threat analysis, and more efficient response operations. Built on existing infrastructure, the Ambient platform enables organizations to modernize security operations without replacing their current systems.