A new solution replaces manual CCTV monitoring with AI-powered computer vision for applications like smart city surveillance, traffic management, and industrial safety. It delivers automated real-time alerts, improved public safety, and data-driven decisions, thereby enhancing infrastructure, reducing crime, optimizing traffic, and improving workplace safety.To address the inefficiency and error-proneness of manual monitoring of CCTV feeds, a new solution provides AI-powered computer vision for applications such as smart city surveillance, traffic management, industrial safety, and retail analytics. This technology offers automated real-time alerts, improved public safety, and enables data-driven decisions. Ultimately, it enhances city infrastructure, reduces crime, optimizes traffic flow, and improves workplace safety, by transforming passive video feeds into actionable intelligence.