311 and constituent service teams are under more pressure than ever. Call volume is up. Staffing is tight. Expectations are higher. AI is being pitched as the answer — but not all AI is created equal. We'll walk through what's actually happening in 311 today, where AI is showing up, and how local governments can evaluate these tools without taking on unnecessary risk.