Wistron opens $700M Fort Worth plant to mass-produce Nvidia's most powerful AI superchips

Wistron Launches First U.S. Manufacturing Base in Texas

Wistron Corporation shares surged 9.7% on Wednesday following the opening of its first U.S. facility, a $700 million AI manufacturing plant in Fort Worth, Texas 1

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. The 324,000-square-foot D1 Smart Factory represents a major milestone for both Wistron and Nvidia, as it becomes the first site to mass-produce the GB300 Grace Blackwell Ultra Superchip on American soil 3

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. The Fort Worth plant currently operates two manufacturing cells, with one producing Nvidia's flagship GB300 and another preparing to manufacture the Vera Rubin Superchip, which will power the next generation of AI computing 2

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The facility has already created over 500 jobs across construction, plumbing, electrical, and manufacturing roles, with workforce expansion targeting 1,000 employees by the end of the year 3

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. "In the next couple of years, this location will be one of the most important, as we build AI infrastructure here in the United States," Wistron Chairman Simon Lin said at the opening ceremony 1

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. The investment reflects a broader trend of Taiwanese tech firms expanding their U.S. footprint, following TSMC's recent announcement to double down on its Arizona operations.

Nvidia AI Systems at the Heart of Industrial Revolution

Jensen Huang, Nvidia's CEO, described the GB300 system as "the most powerful AI supercomputer in the world," containing one-and-a-half million parts inside a two-ton structure valued at $4 million 2

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. The contract manufacturer is scaling production to tens of thousands of boards per month, addressing what Huang characterized as "incredible" demand for AI factories 1

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. These AI servers integrate into Nvidia's DSX infrastructure to deploy energy-efficient AI factories at scale, positioning the technology as essential infrastructure comparable to electricity and transportation networks.

"Just as agriculture is a fundamental infrastructure of society, in the future these AI factories will be a fundamental infrastructure of society," Huang explained during the ceremony 2

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. The statement underscores how AI chip production has evolved from a niche technology sector into a critical component of national economic strategy. Nvidia has committed to manufacturing up to $500 billion in advanced AI platforms in the United States, with the Wistron facility serving as a cornerstone of that pledge 2

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Digital Twin Technology Shapes Modern Manufacturing

Before breaking ground, Wistron designed and fully simulated the entire Fort Worth plant using digital twin technology built on Nvidia's open platform, including Nemotron and Cosmos frontier models, Nvidia Omniverse, and Metropolis libraries 2

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. This virtual-first approach enabled engineers to validate assembly line layouts, optimize production processes, and train workers on standard operating procedures before any physical system came online. The recursive application of Nvidia's software to design the factory that produces the chips running that same software highlights the integrated nature of modern AI infrastructure development 3

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"The operation here is not typical manufacturing," Lin noted. "It is new, very comprehensive, and high-tech" 3

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. He emphasized that speed has become a defining pressure in the AI revolution, stating that "we don't just need to build fast; we need to build right." This dual mandate of velocity and precision reflects the broader challenge facing U.S. manufacturing as it attempts to compete in AI chip production while maintaining quality standards.

Economic Impact and Future Expansion Plans

Nvidia's partner manufacturing facilities now span 43 U.S. states, with partners including Wistron, TSMC, and Foxconn contributing an estimated $485 billion to U.S. GDP in 2026 1

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. Fort Worth city manager Jay Chapa emphasized that the city has "the labor, the infrastructure, and the support needed to make these types of businesses successful" 5

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. The partnership is expected to bring more than $700 million in investment and 800 jobs to the Fort Worth economy, with leaders indicating plans for additional facilities in the area 5

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"Manufacturing is an essential pillar for every economy and every country," Huang stated, positioning the facility as part of America's reindustrialization 2

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. The opening comes as Fort Worth grapples with regulations for massive data centers seeking to establish operations in the region, highlighting the tension between rapid technological expansion and municipal planning 5

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. As Wistron ramps production through 2026 and prepares to retool for Vera Rubin supercomputers, the facility faces the challenge of scaling output while the plant finds its operational rhythm. The success of this venture will likely influence whether other supercomputer manufacturers follow suit in establishing domestic production capabilities.