Municipalities across the U.S. are under increasing pressure to enhance public safety while managing staffing shortages, constrained budgets and heightened expectations for transparency and accountability. Autonomous security technologies are often discussed as part of the solution, yet many cities struggle to move beyond pilots into scalable, policy-aligned deployments. This session examines what actually happens when