How Baidu Cloud’s AI+ Strategy Powers State‑Owned Enterprises with DeepSeek One‑Box Solutions

In line with the 2025 Government Work Report’s call to “stimulate digital‑economy innovation” and the State‑owned Assets Supervision and Administration Commission’s AI+ action plan, Baidu Cloud has deepened its partnership with DeepSeek to deliver AI‑powered solutions for central enterprises.

Baige DeepSeek One‑Box: Compact High‑Performance

The Baige DeepSeek one‑box is a single‑machine, eight‑card system built on the domestically produced Kunlun P800 chip. It supports the full‑blood version of DeepSeek out‑of‑the‑box, offering extreme cost‑performance for both training and inference. The device is plug‑and‑play, with a user‑friendly interface and multiple access methods, allowing a complete AI service to be up and running within half a day.

Qianfan DeepSeek One‑Box: Full‑Link Toolchain

Baidu Cloud released four Qianfan DeepSeek one‑box models, each capable of handling the full and distilled versions of DeepSeek on a single eight‑card chassis. The lineup includes:

Kunlun P800 (OAM version)

Kunlun P800 (PCIe version)

Ascend Atlas 800 (two variants)

Beyond hardware, the Qianfan platform provides integrated data management, model management, training, and inference capabilities, delivering a one‑stop solution for enterprise AI development.

Industry Adoption and Case Studies

Baidu Cloud now serves more than 60% of central enterprises, including China Petroleum & Chemical, State Grid, Southern Power Grid, China Merchants, and China Resources. A notable example is the partnership with Shandong Port Group, where DeepSeek‑enabled large‑model applications automate port‑service workflows—such as cargo handling, rate inquiries, and customs clearance—boosting operational efficiency by over 15%.

Other sectors benefiting from the AI+ push include:

Energy: State Grid leverages the Qianfan platform for end‑to‑end model training and inference, establishing a robust AI foundation for the industry.

Manufacturing: China Chemical Engineering uses the Baige system to advance smart office tools and intelligent testing.

Future Outlook

The government’s emphasis on AI in the “14th Five‑Year Plan” and the upcoming open‑source release of the Wenxin 4.5 model series, together with the third‑generation Kunlun chip clusters (up to 30,000 cards), are expected to further lower AI adoption barriers. Baidu Cloud aims to democratize AI, extending its capabilities to more industries and accelerating high‑quality economic development.