On March 17, 2026, at the Huawei Data Storage Spring Launch Event, Huawei introduced a cutting-edge AI data infrastructure specifically crafted for AI inference scenarios. This comprehensive solution comprises an AI data platform optimized for central inference environments and the FusionCube A1000 AI hyper-converged all-in-one system, designed for branch edge inference settings. The AI data platform seamlessly integrates a knowledge base, KV Cache acceleration technology, and a memory bank, facilitating unified scheduling and management via UCM technology. This integration results in a significant 30% boost in inference accuracy and offers flexible deployment options, including both integrated and standalone modes, to ensure a smooth transition for businesses. The FusionCube A1000, on the other hand, features a converged architecture that merges general-purpose and intelligent computing capabilities, enabling rapid 'plug-and-play' deployment. It supports collaborative operations between edge and central systems, slashing AI application deployment times by 80% and enhancing computing power utilization by 30%.