Edge AI moves cities from reactive monitoring to proactive, agentic coordination. Deployed systems show a 90% crash reduction at one Sarasota intersection, a 12% drop in criminal cases in Hyderabad, and positive ROI on roughly nine in ten smart city technology projects.
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