Mengniu Group and YXT.com Group Holding Limited ( $云学堂(YXT)$ ), jointly developed a Smart Learning Platform that has expanded to serve Mengniu and its upstream and downstream ecosystem users since launch. It has become an important foundation for Mengniu’s digital transformation in human resources. Drawing on YXT’s expertise in AI, intelligent knowledge systems, and enterprise learning, the two companies are integrating AI into knowledge creation, learning operations, and performance evaluation to explore new ways of strengthening organizational capabilities through digitalization and intelligent technologies.
For large enterprises, knowledge must not only be captured and preserved but also flow efficiently across departments, organizational levels, and industry partners, ultimately translating into practical workplace capabilities. As AI continues to advance, enterprise digital platforms are evolving beyond traditional content management and learning tools into intelligent platforms that integrate knowledge creation, knowledge operations, and organizational capability development.
From Knowledge Creation to Reuse: AI Enhances Knowledge Operations Efficiency
Expertise, business standards, and job-related knowledge are valuable organizational assets. However, traditional knowledge development often relies on manual work, requiring considerable time and effort to create courses, update content, and distribute knowledge. As platforms expand to serve employees and ecosystem partners across the value chain, the need for more efficient knowledge creation and operations grows.
On the Smart Learning Platform, YXT has integrated AI into content production through applications such as AI-powered course creation, knowledge extraction, and question generation. These capabilities help enterprises process knowledge and develop content more efficiently. AI-powered course creation combines human expertise with AI to extract expert knowledge, generate course outlines, and support customized enterprise templates, improving course production efficiency by 80%. Together with AI-powered knowledge extraction, question generation, digital human, and voice capabilities, the platform can identify key course content and generate learning materials and assessments, with some related tasks completed in approximately 10 minutes.
These applications do more than accelerate content production. By reducing the time required to process knowledge, AI enables experience that once required repeated manual organization to be transformed more quickly into content that can be shared and reused, supporting continuous knowledge accumulation and large-scale application.
From Individual Efficiency Gains to Scaled Operations: AI Across the Platform Lifecycle
When a platform serves large numbers of employees and ecosystem users, enterprises must address more than content production. Learning plan management, performance evaluation, and ongoing operations are equally important. Maintaining operational efficiency and user experience while expanding service coverage remains a key challenge for large-scale digital platforms. YXT’s AI-powered assessment capabilities automate evaluation and shorten the validation cycle for employee learning outcomes by 50%. Training plan management has also become more automated, supporting services at scale across Mengniu and its ecosystem.
Since the platform’s launch, YXT’s project team has continued to provide operational support and AI enablement to Mengniu and hundreds of administrators at different organizational levels. Through platform promotion, operational management, and data analysis, the team has helped continuously optimize the platform and improve its adoption, operations, and practical application.
This highlights another important dimension of enterprise digital transformation: launching a platform is only the starting point. Sustained operations are essential to embedding technology into everyday organizational practices. By combining AI applications with ongoing operational services, the platform can improve efficiency across individual processes while providing continuous support for large-scale knowledge services and talent development.
From Smart Learning Platforms to Organizational Capability: Unlocking the Value of Intelligent Productivity
The collaboration between Mengniu and YXT illustrates a practical approach to strengthening organizational capabilities in large enterprises: improving knowledge production through intelligent technologies, facilitating knowledge sharing and reuse through platform operations, and supporting continuous organizational development through data analysis and service optimization.
This approach also aligns with YXT’s broader intelligent productivity strategy. YXT aims to integrate intelligent knowledge systems with AI capabilities, enabling enterprise knowledge to move beyond passive storage toward effective retrieval and application in job-specific scenarios and business processes.
From this perspective, the value of an enterprise digital platform should not be measured solely by its features or content volume. Its greater value lies in reducing the cost of knowledge creation and distribution, enabling expertise to flow more efficiently, and providing sustained support for employee development. As AI becomes increasingly integrated into workplace and business scenarios, individual experience can be transformed into reusable organizational knowledge.
Looking ahead, Mengniu and YXT will continue exploring AI applications in human resources and organizational learning, further advancing knowledge management and talent development. For large enterprises, the journey from knowledge creation to reuse, and ultimately to organizational capability, will be an important direction for AI-driven transformation.
About YXT.com
YXT.com (NASDAQ: YXT) is a technology company focusing on enterprise productivity solutions. With a mission to "Empower people and organization development through technology," the Company strives to become the supreme provider in building and boosting enterprise productivity by combining over a decade of experience in tech-enabled talent learning and development and with AI-augmented task copilots and unleashing the power of knowledge and synergy. Since its inception, YXT.com has supported and received recognition from numerous Global and China Fortune 500 companies.
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