GMI Cloud, a NVIDIA Cloud Partner and one of the fastest-growing GPU-as-a-Service providers, launched a new AI Factory in Taiwan. The $500 million dollar AI Factory will serve as a key pillar of the region’s AI infrastructure, enabling enterprises to train and deploy AI models at unprecedented scale.
This initiative sets a new standard for building sovereign AI capacity while maintaining access to the most advanced U.S. technologies. It strengthens a trans-Pacific ecosystem where American AI infrastructure innovation meets Asian manufacturing scale and deployment expertise. As both regions race to operationalize AI, from data centers to edge devices, the GMI Cloud Taiwan AI Factory embodies a new model of cross-regional collaboration, uniting accelerated computing, energy efficiency, and data sovereignty to power the next era of global AI infrastructure.
Powered by 7,000 NVIDIA Blackwell Ultra GPUs across 96 high-density GB300 NVL72 racks, the 16 megawatt Taiwan AI Factory can be expected to process close to 2 million tokens per second. Designed for large-scale AI inference, fine-tuning, and multi-modal workloads, the facility will transform AI infrastructure concepts into production reality in Asia.
Built on NVIDIA Blackwell architecture, the GMI Cloud Taiwan AI Factory supercomputer will feature NVIDIA NVLink, NVIDIA Quantum InfiniBand, and NVIDIA Spectrum-X Ethernet networking as well as NVIDIA BlueField DPUs. This infrastructure will provide Taiwan’s enterprises with scalable, high-performance computing resources, accelerate the development and deployment of advanced AI solutions, and strengthen the region’s leadership in innovation and digital transformation.
“This data center is intended to become the blueprint for the heart of Asia’s AI future,” said Alex Yeh, CEO of GMI Cloud. “With thousands of next-generation NVIDIA GPUs running in synchrony, our AI infrastructure helps turn the world’s AI visions into reality.”
Real-World Deployments
At AI Day Korea, several industry leaders will debut use cases showing how NVIDIA-powered AI factories are reshaping critical sectors. Trend Micro is using digital twin technology, accelerated by NVIDIA AI Enterprise, BlueField, and GMI Cloud, to simulate cyber risks and adapt security policies in real time without exposing live systems. Wistron is deploying NVIDIA-accelerated computer vision, predictive maintenance, and digital-twin automation through GMI Cloud’s AI Factory to enable smarter, more efficient manufacturing. VAST Data will provide the exabyte-scale, high-performance data infrastructure needed to support continuous AI workloads across thousands of NVIDIA GPUs. TECO is combining its expertise in motors, drives, HVAC, and power systems with GMI Cloud and NVIDIA technologies to deliver AI-driven energy optimization and modular data-center solutions for global customers.
By combining NVIDIA Blackwell architecture with GMI Cloud’s infrastructure orchestration and regional expertise, this initiative brings the next generation of AI development to life — from sovereign AI infrastructure to enterprise-scale deployment.
Together, these projects embody the AI factory vision in action, real-world deployments that span cybersecurity, manufacturing, and government. They highlight how NVIDIA AI infrastructure is powering a new era of AI infrastructure that balances scale, efficiency, and sovereignty.
“By uniting Trend Micro’s advanced digital twin technology and cloud innovation with the strengths of NVIDIA-accelerated computing, GMI Cloud, and Magna AI, we are creating a secure and intelligent foundation for the AI era. Together, we enable organizations to continuously learn, simulate, and evolve—building a safer and more resilient future for AI factories,” said Oscar Chang, Chief Technology Officer, Trend Micro & Chairman, Magna AI.
“This is where the world stops experimenting with AI, and starts industrializing it. What VAST Data and GMI Cloud are building in Taiwan represents the new blueprint for AI infrastructure, where performance, scalability, security and simplicity converge,” said Jeff Denworth, Co-Founder of VAST Data.
“By integrating digital twin technology with cloud-based innovation, TECO is turning its vision into reality. In collaboration with GMI Cloud, we deliver faster, more precise, and customized solutions to meet customer needs. We are pioneering a new era of Energy-as-a-Service, transforming the energy industry into a service-driven, sustainable ecosystem.” said Morris Li, Chairman, TECO.
“AI factories are where intelligence is produced, turning data into insight and innovation for the future,” said Raymond Teh, Senior Vice President of Asia Pacific at NVIDIA. “GMI Cloud’s AI factory infrastructure will help continue the region’s leadership in AI infrastructure and innovation.”
