A new solution addresses the lack of real-time visual intelligence with AI-driven computer vision for surveillance, quality control, and automation. It delivers improved accuracy, real-time insights, and enhanced security, leading to streamlined operations, better decision-making, and cost reduction in industries. To address the lack of real-time visual intelligence across various industries, a new solution leverages AI-driven computer vision for applications such as surveillance, quality control, and automation. This technology provides improved accuracy in operations, real-time insights into processes, and enhanced overall security. Ultimately, it leads to streamlined operations, enables better and faster decision-making, and results in significant cost reduction by automating visual analysis and ensuring constant vigilance.