GMI Cloud, a fast-growing GPU-as-a-Service provider and a key NVIDIA Cloud Partner, has officially launched a new $500 million AI Factory in Taiwan. With this announcement, the company strengthens the region’s AI infrastructure and empowers enterprises to train and deploy advanced AI models at massive scale.
The new AI Factory marks a major step forward in building sovereign AI capabilities while still ensuring access to cutting-edge U.S. technologies. Moreover, it reinforces the growing trans-Pacific AI ecosystem, where U.S. innovation in AI infrastructure seamlessly connects with Asia’s manufacturing excellence and rapid deployment capabilities. As the U.S. and Asia intensify their efforts to bring AI into real-world operations from data centers to edge devices GMI Cloud’s Taiwan facility emerges as a model of cross-regional cooperation. It combines accelerated computing, energy efficiency, and strong data governance to usher in the next wave of global AI development.
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Driven by 7,000 NVIDIA Blackwell Ultra GPUs housed in 96 high-density GB300 NVL72 racks, the 16-megawatt AI Factory is designed to deliver up to 2 million tokens per second. This capacity enables efficient large-scale AI inference, fine-tuning, and multi-modal workloads, turning conceptual AI infrastructure into production-grade reality across Asia.
Built on NVIDIA’s advanced Blackwell architecture, the supercomputer integrates NVIDIA NVLink, NVIDIA Quantum InfiniBand, NVIDIA Spectrum-X Ethernet, and NVIDIA BlueField DPUs. With this combination, Taiwanese enterprises gain high-performance computing resources that support the rapid creation and deployment of next-generation AI solutions, ultimately strengthening the region’s momentum in 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 Industry Deployments
During AI Day Korea, several companies showcased their first use cases powered by AI factories built with NVIDIA infrastructure:
Trend Micro — Cybersecurity Reinvented Through Digital Twins
Trend Micro is transforming proactive security by using digital twin technology accelerated by NVIDIA AI Enterprise, NVIDIA BlueField, and GMI Cloud’s infrastructure. Working alongside Magna AI, the company enables organizations to continuously simulate threats, validate security frameworks, and strengthen resilience without putting production systems at risk.
Wistron — Smarter Manufacturing Through AI
Wistron is creating AI-enhanced factory systems using NVIDIA accelerated computing for computer vision, predictive maintenance, and digital-twin simulations. With GMI Cloud’s AI Factory, Wistron can train and deploy AI models directly within live production environments, reducing downtime and advancing smart manufacturing.
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VAST Data — High-Performance Data Infrastructure
VAST Data supports GMI Cloud with next-generation data infrastructure designed for exabyte-scale performance. Its unified architecture supplies high-throughput data access across thousands of GPUs, making it a crucial pillar for large-scale model training, inference, and real-time processing.
TECO — Energy Optimization for AI Factories
TECO Electric & Machinery is leveraging its expertise in electrification, motors, drives, and HVAC systems to build AI-driven energy optimization solutions. Partnering with GMI Cloud and NVIDIA, TECO is delivering comprehensive Energy-as-a-Service solutions spanning smart factories and modular data centers.
Together, these initiatives bring the concept of the AI Factory to life, powering real deployments across cybersecurity, manufacturing, and energy. They highlight how NVIDIA’s AI ecosystem is enabling global enterprises to balance 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.”
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