SingNova Intelligent Video Storage Server uses a dedicated AI chip for intelligent video to achieve chip-level efficient encoding, reducing video file size by a factor of at least three. A single device can easily meet 90-day, 180-day, and longer retention requirements. After processing, videos maintain HD image quality without relying on AI generative image enhancement, preserving key feature points and ensuring the accuracy of downstream AI analytics. The system offers multiple safeguards, including board redundancy, cluster redundancy, and self-recovery, to ensure secure and stable operation. It is compatible with cameras of different resolutions and brands, as well as mainstream video protocols and formats; integration does not change the existing video system architecture or usage. The solution is suitable for smart finance, smart cities, rail transit, highways, energy and power, manufacturing, and other scenarios.