The DEEPX DX-H1 V-NPU is a high-efficiency AI video processing card designed for video management systems, addressing the energy and scalability limits of current GPU-based surveillance solutions. Traditional deployments require high power budgets: for example, monitoring 1,000 video channels typically demands around 40 GPU cards, consuming ~9,200W. DX-H1 V-NPU achieves equivalent throughput with 16 cards at just 560W reducing system power by over 90% while maintaining real-time analytics. This efficiency enables video intelligence to be deployed in mid-sized organizations, not only large enterprises. DX-H1 V-NPU supports advanced features such as natural language video search (e.g., “find a person in a red shirt”), enabling operators to interact with video data more effectively. By combining high-density performance with low-power operation, it broadens access to AI-driven surveillance while easing infrastructure requirements, offering an environmentally and economically sustainable alternative to GPU-based systems.