In my time as an event planner with the San Francisco Police Department, I’ve seen firsthand the complexity of large-scale events hosted over the past quarter-century. Some were celebratory and uplifting, others volatile or unpredictable, and a few carried significant risk. Our planning relied on established frameworks like the Incident Command System (ICS), supported by internal protocols and interagency coordination.