Huawei launches AI data platform that bridges models and business value | For enterprises

BARCELONA, Spain, March 5, 2026 /PRNewswire/ — At the Huawei Products & Solutions Launch during MWC Barcelona 2026, Yuan Yuan, President of Huawei Data Storage Product Line, officially announced Huawei’s AI data platform. The platform integrates knowledge generation and retrieval, KV caching for inference acceleration, memory extraction and recall, and unified cache manager (UCM) technologies. Bridging the gap between model and business value.

Despite rapid advances in AI, most AI models are not fully integrated into core services. This is primarily due to the focus on training rather than inference, which is the key to model adoption. Improvements in data processing are needed to address challenges such as AI hallucinations, slow response times, and throughput constraints in inference.

Huawei Data Storage has officially launched the “3+1” AI data platform to tackle the following challenges:

• Knowledge generation and retrieval with high-precision multimodal knowledge for more accurate retrieval

Through multimodal lossless parsing and token-level encoding, we transform multimodal resources into high-precision knowledge, ensuring retrieval accuracy of over 95%.

• Faster and more efficient inference using historical memory data to accelerate inference with KV cache

Apply intelligent tiering and management to the KV cache to significantly extend the context window and reduce repetitive computation. This reduced time to first token (TTFT) by 90% and significantly improved AI response speed.

• Memory extraction and recall using contextual memory management makes your models smarter as you use them.

It can accurately extract past data and experiences and store them in a recallable memory. This memory mechanism makes your model smarter as you use it.

• UCM for managing and scheduling memory data throughout its lifecycle

Manage memory data with three cache levels and intelligently schedule knowledge bases, KV caches, and memory banks.

Huawei AI Data Platform offers appliance mode for greenfield deployments and independent mode for evolving deployments. Appliance mode uses an OceanStor A800 system. This ensures ultimate performance and flexible scalability. Independent mode uses an architecture of AI Data Engine nodes + OceanStor Dorado storage. You can add Data Engine nodes to upgrade your existing systems, protect your previous investments, and enable a smooth AI transformation for your business.

“Huawei will continue to deepen its technological innovation. With the AI ​​data platform acting as a bridge, we will transform model capabilities into real business value,” Yuan Yuan said.

contact:
Zoe Ying, yinzijun@huawei.com

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