Nvidia announces plans to produce AI supercomputers at new Texas plants

Manufacturing News

Nvidia will produce AI supercomputers in the U.S. for the first time. Getty Images

Nvidia announced Monday that it will produce its artificial intelligence supercomputers in the United States for the first time.

The tech giant said it has commissioned more than 1 million square feet of manufacturing space to build and test its specialized Blackwell chips in Arizona and AI supercomputers in Texas — part of an investment the company said will produce up to half a trillion dollars of AI infrastructure in the next four years.

“The engines of the world’s AI infrastructure are being built in the United States for the first time,” Nvidia founder Jensen Huang said in a statement. “Adding American manufacturing helps us better meet the incredible and growing demand for AI chips and supercomputers, strengthens our supply chain and boosts our resiliency.”

Nvidia’s announcement comes as the Trump administration has said that tariff exemptions on electronics like smartphones and laptops are only a temporary reprieve until officials develop a new tariff approach specific to the semiconductor industry.

White House officials, including President Donald Trump himself, spent Sunday downplaying the significance of exemptions that lessen but won’t eliminate the effect of U.S. tariffs on imports of popular consumer devices and their key components.

“They’re exempt from the reciprocal tariffs but they’re included in the semiconductor tariffs, which are coming in probably a month or two,” U.S. Commerce Secretary Howard Lutnick told ABC’s “This Week” on Sunday.

Nvidia said in a post on its website that it has started Blackwell production at Taiwan Semiconductor Manufacturing Co. chip plants in Phoenix. The Santa Clara, California-based chip company is also building supercomputer manufacturing plants in Texas — with Foxconn in Houston and Wistron in Dallas.

Nvidia's AI super computers will serve as the engines for AI factories, “a new type of data center created for the sole purpose of processing artificial intelligence,” the company said, adding that manufacturing in the U.S. will create “hundreds of thousands of jobs and drive trillions of dollars in economic security over the coming decades."

Mass production at both plants is expected to ramp up in the next 12-15 months, Nvidia said. The company also plans on partnering with Taiwan-based company SPIL and Amkor for “packaging and testing operations” in Arizona.

In a statement Monday, the White House called Nvidia’s move “the Trump Effect in action.”

Trump “has made U.S.-based chips manufacturing a priority as part of his relentless pursuit of an American manufacturing renaissance, and it’s paying off — with trillions of dollars in new investments secured in the tech sector alone,” the White House said.

Earlier this year, Trump announced a joint venture investing up to $500 billion for infrastructure tied to artificial intelligence by a new partnership formed by OpenAI, Oracle and SoftBank. The new entity, Stargate, was tasked with building out data centers and the electricity generation needed for the further development of the fast-evolving AI in Texas, according to the White House.

The initial investment is expected to be $100 billion and could reach five times that sum.

Matthew Lamont is managing director at DownUnder GeoSolutions' which just opened its new, powerful data center west of Houston. Courtesy of DUG

Massive data center officially opens just west of Houston

Now online

DownUnder GeoSolutions has officially opened its new data centre in Skybox Houston in Katy, Texas. It's being billed as one of the most powerful supercomputers on earth.

The center, which houses DUG's geophysical cloud service, DUG McCloud, celebrated its grand opening on Thursday, May 16. The company's data hall has 15 megawatts of power and resides in a building designed to withstand hurricane-force winds up to 190 mph.

A second, identical hall is already planned to be built out later this year. Together, the two machines will have a capacity of 650 petaflop, which is a measurement of computing speed that's equal to one thousand million million floating-point operations per second.

In addition to the second hall, DUG is working to build another giant computing system with exaflop capacity — a billion billion calculations per second — by 2021.

"We are in a race to build the first exascale supercomputing system," says Phil Schwan, CTO for DUG, in a news release.

Australia-based DUG first started construction on Bubba, the nickname for the machine, last year and chose Skybox Datacenters as the facility to put Bubba in after a global search. The supercomputer landing in Houston represented the largest data center transaction in the Houston area's history. Dallas-Fort Worth, Austin, and San Antonio have long overshadowed Houston as hotspots for data center activity in Texas.

An differentiating asset of Bubba is the cooling process, which reduces energy usage and costs. Thirteen miles of pipes connect the hard drives to 20-foot cooling towers. Bubba uses "its own patented immersion system that submerges the computer nodes in more than 700 specially-designed tanks filled with polyalphaolefin dielectric fluid," according to the release.

"The complete DUG Insight software suite is available, and is fully-optimised to run on the cloud," says DUG's managing director, Matthew Lamont.

DUG's device is based on Intel® Xeon® processors, and the company uses Intel's technology to enhance its services, and there are more than 40,000 Intel Xeon processor nodes within the DUG McCloud network.

"The close collaboration between our two companies ensures DUG customers have access to the compute resources needed to obtain more meaningful insights from the geophysical landscapes they are exploring," says Trish Damkroger, vice president and general manager of Intel's Extreme Computing Organization, in a release.

"The Bubba supercomputer is a tremendous addition to the DUG McCloud network, and we look forward to our continued collaboration to build even more powerful systems to help accelerate this research and development."

Super-sized supercomputer

Natalie Harms/InnovationMap

Bubba, as the machine is called, has 15 megawatts of power and resides in a building designed to withstand hurricane-force winds up to 190 mph.

DownUnder GeoSolutions, which has its U.S. headquarters in Houston, is getting ready to flip the switch on what is being billed as the world's fastest supercomputer. Photo via DUG.com

World's fastest supercomputer is getting ready to power on in Houston

Booting up

An Australian company that provides geoscience and tech services to the oil and gas industry is gearing up to flip the switch in Katy on what's being billed as the world's fastest supercomputer.

At the 20-acre Skybox Houston data center campus in the Energy Corridor, DownUnder GeoSolutions is assembling a 15-megawatt data center that will house more than 40,000 servers to create the world's fastest supercomputer. Houston is the U.S. headquarters for DUG.

The data center will power a cloud computing service, known as DUG McCloud, that's tailored to the geosciences sector. The company says DUG McCloud will supply "enormous" computing capacity and high-performance storage for DUG's cloud business.

Construction on DUG McCloud — which has been delayed due to recent heavy rains — is set to be completed in April, according to the company's blog.

"DUG McCloud will be available to external companies to expand their computational resources on demand," the company says on its blog. "In addition, the cloud service will give clients access to DUG's proprietary software, with the option of source code, to accelerate their research, development, and production."

DUG McCloud is being touted as the world's biggest cloud computing service for the oil and gas industry. Among its prospective clients are global oil companies, government-owned oil producers, seismic contractors, and data companies.

"DUG McCloud is offering a wide range of companies the opportunity to significantly accelerate their oil and gas projects with cutting-edge geophysical software, stacked with extraordinary supercomputer power and services," Mick Lambert, the newly hired manager of DUG McCloud, said in December.

So, just how extraordinary will DUG's new supercomputer be?

DUG's equipment — contained in a building designed to withstand hurricane-force winds up to 190 mph — will offer more than 250 single-precision petaflops of computing speed, or 250,000 trillion calculations per second.

For now, the world's fastest supercomputer is Summit, a collaboration between the U.S. Department of Energy and IBM. Its top speed is 200 petaflops. Summit operates at Oak Ridge National Laboratory in Tennessee.

Over the long term, DUG envisions its data center being able to handle exascale computing, capable of generating at least 1 quintillion calculations per second. A quintillion has twice as many zeroes as a billion does. China is set to debut the world's first exascale supercomputer in 2020 — a year ahead of the first one to be established in the U.S., a $500 million public-private project called Aurora being developed by the Department of Energy and Intel.

DUG's deal for its data center in Katy represents the largest data center transaction in the Houston area's history. Dallas-Fort Worth, Austin, and San Antonio have long overshadowed Houston as hotspots for data center activity in Texas.

Matthew Lamont, co-founder of DUG, said in October that the company conducted an "exhaustive" search for the data center. "Houston was a natural choice," he said, "given the low cost of power and the fact that Skybox had the available infrastructure ready to go."

A unique feature of DUG's data center is how the servers will be cooled. The company's patent-pending DUG Cool system will immerse all of the servers in custom-designed tanks filled with an environmentally friendly cooling fluid.

DUG says this fluid enables condensed water-cooling chillers to be used to cool the servers, rather than server fans and refrigeration units. This will reduce energy consumption by 45 percent compared with traditional air-cooled systems, according to DUG.

"We like to call it the greenest cloud service in the world," Lamont said on DUG's blog. "DUG McCloud certainly offers more than just a silver lining."

The DUG center represents about 65 percent of the 23 megawatts of data center space under construction in the Houston area, according to a new report from commercial real estate services company CBRE.

"As high-performance computing continues to grow in importance to the energy sector, it is likely that additional latency-sensitive deployments will grow in the Houston market," Haynes Strader, senior associate at CBRE, says in a news release.

"Latency-sensitive" refers to the need for technology to act quickly in response to various events.

Ad Placement 300x100
Ad Placement 300x600

CultureMap Emails are Awesome

Property Showcase

6+ can't-miss Houston business and innovation events in March

where to be

Editor's note: March brings the return of some of Houston’s signature innovation events, plus insightful talks and celebrations in honor of Women's History Month. Here’s what not to miss and how to register. Please note: this article may be updated to include additional event listings.

March 3-4 — Houston MedTech Rodeo

Head to Armadillo Palace for the annual Houston MedTech Rodeo. The casual, Texas-themed conference brings together 350 medtech professionals who come from over 10 countries and 15 states to highlight Houston's growing medtech ecosystem. The event will feature panel discussions, startup showcases, networking sessions—plus, armadillo races, mechanical bull riding and live country music.

The event begins March 3 at Armadillo Palace on Kirby Drive. Register here.

March 4 – Humans of Healthcare

Houston Methodist Center for Innovation will present its new quarterly speaker series, Humans of Healthcare. The series will feature a panel of experts who will share about their career paths and discuss the nuances of the health care industry. This month's session will focus on IT. The panel will be moderated by Houston Methodist's Director of Innovation Murat Uralkan.

The event is Wednesday, March 4, from 5-6 p.m. at the Ion. Register here.

March 5 — The Future of Women in STEM

Celebrate Women's History Month at SUPERGirls SHINE Foundation's The Future of Women in STEM event, presented in partnership with the Ion. The event will feature speakers and panelists, including Kalila Winters Hines, senior public affairs advisor for Holland & Knight; Dr. Natacha Chough, NASA Johnson Space Center Flight Surgeon; and Andrea Course, rocket scientist and founder of Course Investments.

The event is Thursday, March 5, from 8:30-10 a.m. at the Ion. Register here.

March 10-12 — World Hydrogen & Carbon Americas

S&P Global Energy brings together two leading events—Carbon Management Americas and World Hydrogen North America—to form a new must-attend event for those in the hydrogen and carbon industries. More than 800 senior leaders from across the energy value chain will attend this event featuring immersive roundtable discussions, hands-on training, real-world case studies and unparalleled networking opportunities.

This event begins March 10 at the Marriott Marquis Houston. Register here.

March 20 — Ideas to Impact Accelerator Graduation and Showcase

Join Impact Hub Houston as it celebrates its inaugural Ideas to Impact Accelerator cohort. The 16-week accelerator is designed to help early-stage entrepreneurs validate their business models, strengthen confidence and gain traction. Hear short pitches and network with founders and mentors.

The event is Friday, March 20, from noon-2 p.m. at the Ion. Register here.

March 23-27 — CERAWeek 2026

CERAWeek 2026 will focus on "Convergence and Competition: Energy, Technology and Geopolitics." The industry's foremost thought leaders will convene in Houston to cultivate relationships and exchange transformative ideas during the annual event. CERAWeek 2026 will explore breakthroughs, cross-industry connections and powerful partnerships that are accelerating the transformation of the global energy system. 2026 highlights include an appearance by tech magnate Bill Gates.

This event begins March 23. Register here.

March 24-25 — 2026 Energy Venture Day and Pitch Competition

The Energy Venture Day and Pitch Competition, co-hosted by the Rice Alliance, Ion, HETI and TEX-E, offers two days of exciting pitches from more than 40 global energy ventures that are transforming the industry. On Tuesday, March 24, you can attend a fast-paced pitch preview event at the Ion, followed by the official Pitch Competition at 1 pm on Wednesday, March 25, at the George R. Brown Convention Center.

March 30-April 4 — H-Town Roundup

Celebrate innovation, entrepreneurship and collaboration at Houston Exponential's sixth-annual H-Town Roundup. During the free event series, previously known as Houston Tech Rodeo, attendees can expect insightful talks, workshops and networking events at venues across the city.

This event begins Monday, March 30. Register here.

Intuitive Machines secures $175M equity investment to fuel growth

space funding

Houston-based space infrastructure and services company Intuitive Machines has secured a $175 million equity investment from unidentified institutional investors. The investors received shares of Class A stock in exchange for their funding.

Publicly held Intuitive Machines (Nasdaq: LUNR) says it plans to use the capital to help build revenue and invest in technology, including communications and data-processing networks.

“We are building a scalable infrastructure platform from low-Earth orbit to the moon and into deep space,” Intuitive Machines CEO Steve Altemus said in a news release. “With this investment, we can accelerate the integration of the combined company’s collective capabilities to deliver next-generation data, communications, and space-based infrastructure services.”

Intuitive Machines says the $175 million investment will improve its ability to secure deals for satellite systems, the proposed Golden Dome missile defense system and the proposed Mars telecommunications orbiter.

As the company pursues those deals, it’s seeking partners to develop space-based data centers.

The $175 million equity stake comes on the heels of Intuitive Machines completing its $800 million cash-and-stock purchase of Lanteris Space Systems. Intuitive Machines bought the satellite manufacturer from private equity firm Advent International.

In the third quarter, which ended Sept. 30, Intuitive Machines posted a $10 million net loss on revenue of $52.4 million.

Rice to revolutionize lymphatic disease research and more news to know

Trending Topics

Editor's note: We're looking back at the five biggest innovation headlines from the second half of February 2026, which include exciting Rice research advancements and Apple doubling down on production in Houston. Below are the five most-read InnovationMap stories from Feb. 16-28, 2026.

1. Rice University lands $18M to revolutionize lymphatic disease detection

Rice University scientists are pioneering two technologies to better diagnose and treat complex lymphatic anomalies. Photo via Getty Images.

An arm of the U.S. Department of Health and Human Services has awarded $18 million to scientists at Rice University for research that has the potential to revolutionize how lymphatic diseases are detected and help increase survivability. Continue reading.

2. Tech giant Apple doubles down on Houston with new production facility

Apple doubles down on Houston with new production facility, training centerPhoto courtesy Apple.

Tech giant Apple announced that it will double the size of its Houston manufacturing footprint as it brings production of its Mac mini to the U.S. for the first time. The company plans to begin production of its compact desktop computer at a new factory at Apple’s Houston manufacturing site later this year. The move is expected to create thousands of jobs in the Houston area, according to Apple. Continue reading.

3. Houston startup debuts new drone for first responders

Paladin Drones has revealed its next-gen emergency response drone, Knighthawk 2.0. Photo courtesy Paladin.

Houston-based Paladin Drones has debuted Knighthawk 2.0, its new autonomous, first-responder drone. The drone aims to strengthen emergency response and protect first responders, the company said in a news release. “We’re excited to launch Knighthawk 2.0 to help build safer cities and give any city across the world less than a 70-second response time for any emergency,” said Divyaditya Shrivastava, CEO of Paladin. Continue reading.

4. XSpace adds 3 Houston partners to fuel national expansion

XSpace, an innovative commercial real estate company, has partnered with three Houston firms to help grow its footprint. Rendering via xspacegroup.com

Texas-based XSpace Group has brought onboard three partners from the Houston area to ramp up the company’s national expansion. The new partners of XSpace, which sells high-end multi-use commercial condos, are KDW, Pyek Financial and Welcome Wilson Jr. Houston-based KDW is a design-build real estate developer, Katy-based Pyek offers fractional CFO services and Wilson is president and CEO of Welcome Group, a Houston real estate development firm. Continue reading.

5. Houston doctor wins NIH grant to test virtual reality for ICU delirium

Dr. Hina Faisal will test the effects of VR games on patients coming out the ICU, thanks to a recent NIH grant. Photo via Getty Images.

Think of it like a reverse version of The Matrix. A person wakes up in a hospital bed and gets plugged into a virtual reality game world in order to heal. While it may sound far-fetched, Dr. Hina Faisal, a Houston Methodist critical care specialist in the Department of Surgery, was recently awarded a $242,000 grant from the National Institute of Health to test the effects of VR games on patients coming out of major surgery in the intensive care unit (ICU). Continue reading.

View All Listings