This session presents a comprehensive technical analysis of the deployment and utilization of CNCF/OIF opensource project in powering Vietnam's pioneering AI-factory infrastructure/platform service. Through an in-depth exploration of architecture, modules, and functionalities, alongside a detailed examination of its integration with AI technologies, the abstract elucidates the intricate mechanisms underpinning the operational efficiency and scalability of the factory. The abstract delves into specific use cases and performance metrics, showcasing how OpenStack facilitates dynamic resource allocation, workload management, and data processing within the AI-factory environment. Furthermore, it investigates the security, interoperability, and maintenance considerations inherent in the implementation of CloudNative for industrial-scale AI applications.