Recently, IDC, a globally renowned IT market research and consulting firm, officially released the “IDC MarketScape: China Data Agent 2026 Vendor Assessment” report, conducting an in-depth evaluation of major Data Agent vendors in the Chinese market based on their technological capabilities, market performance, and real-world implementation cases. Keen Data was recognized as a core representative vendor in the China Data Agent market, leveraging its deep expertise in AI data infrastructure and extensive industry deployment experience.

Currently, the focus of AI industry competition is shifting from computing power and model capabilities to large-scale intelligent agent deployment and industrial value creation.

As the AI industry enters its next phase of development, the value boundaries of Data Agent continue to expand. Data Agent is no longer limited to data query and analysis, but now covers the full lifecycle from data classification, data management, and data development to data-driven decision-making and autonomous execution.

IDC predicts that by 2028, 60% of China’s Fortune 500 companies will deploy enterprise-level Data Agents.

Against this backdrop, enterprises are increasingly focused on key questions: How can data truly become an intelligent asset that AI can understand and utilize? How can Agents evolve from conversational assistants into intelligent action engines embedded in enterprise workflows and capable of autonomously completing complex tasks?

The key lies in building a mature and comprehensive AI data infrastructure.

On one hand, AI data infrastructure continuously provides high-quality data resources for AI; on the other hand, it must support the large-scale deployment and reliable operation of enterprise-level intelligent agents, enabling a closed loop from data empowerment to AI-driven business innovation.

Aligned with this industry evolution, Keen Data continues to strengthen its AI data infrastructure capabilities and has developed the KeenData Agentic Lakehouse Platform intelligent foundation, built through the deep integration of the KeenData Lakehouse multimodal lakehouse platform and the Keen Agentic OS intelligent agent development operating system.

The platform provides enterprises with an integrated solution for production-grade intelligent agent development and large-scale deployment, effectively reducing the complexity and barriers of building AI data foundations and developing enterprise-level Agents. It enables organizations to accelerate AI adoption, drive intelligent application innovation, and unlock business value.

The ultimate value of technology must be validated through real-world business scenarios.

Based on hundreds of intelligent agent projects and extensive enterprise application practices, Keen Agentic OS has been validated through real-world deployments across numerous leading organizations.

Keen Data has deeply served multiple key industries, including government services, energy, manufacturing, and healthcare, accumulating practical experience across more than 300 large organizations. These achievements demonstrate Keen Data’s comprehensive engineering delivery capabilities and ability to support enterprise-scale AI implementation.

Being recognized as an IDC China Data Agent Core Representative Vendor represents industry recognition of Keen Data’s technological maturity, industry coverage, and large-scale deployment capabilities in the field of AI data infrastructure.

Looking ahead, Keen Data will continue to strengthen its AI data infrastructure capabilities, accelerate enterprise-level Agent adoption, and enable data intelligence to become deeply integrated into business processes, improving operational efficiency and creating greater industrial value.