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From Black Gold to Big Data: Texas AI Data Center Boom

From Black Gold to Big Data: Texas AI Data Center Boom

HDCUS Content Team Apr 8, 2026

The first Texas oil boom happened by accident as drillers looking for water in 1894 in Corsicana struck oil instead, and less than 10 years later the massive discovery at the Spindletop oil field outside Beaumont, spewing roughly 100,000 barrels per day, launched the modern energy era.

While fortunes are still being struck on “black gold” in Texas, mostly today in the Permian Basin in West Texas, which accounts for the majority of recent U.S. oil production growth, another boom is occurring across Texas and this time it’s no accident as the Lone Star State is quickly becoming the preferred choice for new AI data centers.

Texas Tea is rubbing elbows with Big Data thanks to a perfect combination of open land, abundant natural gas, and a fast-track permitting and grid connection process that can get data centers online significantly faster than in many competing states.

In fact, the Houston Chronicle reports that Texas is emerging as the fastest-growing data center market in the U.S. and could have more data centers than anywhere else in the world by 2030.

“You see a massive movement of these big data center campuses, all coming towards Texas,” Bloom Energy chief commercial officer Aman Joshi told the newspaper.

Growing Demand for Data Centers in the U.S.

Artificial intelligence (AI) is transforming sectors across the economy from finance to defense to healthcare and beyond.

The Brookings Institution notes that the AI revolution depends on state-of-the-art data centers that host file servers and networking equipment that can store, process, and analyze data.

A Deloitte 2026 enterprise AI infrastructure survey of 515 U.S. leaders found that scaling AI is increasingly constrained by infrastructure, and that many large-scale private AI deployments will need data centers with advanced cooling, power, and connectivity.

While some are refurbishing existing data centers, others are building new ones from the ground up, and Texas is an increasingly popular choice. According to Visual Capitalist, Texas already has 212 operational data centers, with 140 more under construction and 610 additional projects announced, positioning the state to surpass every other U.S. state in total sites if they are completed.

Texas-based Hexatronic Data Center is well-positioned to support this data center construction boom as technology companies will need structured cabling, fiber connectivity, and network infrastructure to move from design phase to an up-and-running facility.

Texas Offers Unmatched Scale for Large-Footprint Growth

Data centers are land-intensive by design, with larger facilities commonly spanning hundreds of acres. Texas, the second-largest state in the U.S., has vast tracts of buildable, development-ready land that can support these largefootprint campuses.

A glimpse at ongoing data center projects in Texas shows that these aren’t just single facilities, but mega-campus developments such as:

  • Proposed Data City near Laredo: A 50,000-acre data center hub announced by Houston-based Energy Abundance Development Corporation. The first 300 MW and one million square feet of data center space are slated to launch this year, with plans to expand to 5 GW and more than 15 million square feet of leasable capacity.
  • HyperGrid near Amarillo: Fermi America’s planned, multi-hundred-billiondollar AI campus near Amarillo, positioned to become one of the worlds largest energy and data complexes, with a full buildout that could deliver about 11 GW of IT capacity over roughly 18 million square feet.
  • Project Stargate in Abilene: Part of a proposed nationwide AI infrastructure venture involving OpenAI, SoftBank, Oracle, and investment firm MGX, this fourmillionsquarefoot complex on more than 1,000 acres aims to be fully operational on an aggressive nearterm timeline.
  • Multi-Gigawatt Data Center Technology Park: This Caldwell County project just outside San Marcos, spanning more than 1,500 acres, is designed to support over 2 GW of capacity at full buildout, with an initial 360 MW phase targeted for completion around 2028.

“Texas is where the future of innovation is building, including in advanced technologies,” Texas Governor Greg Abbott said in support of the multi-gigawatt data center technology park in Caldwell County.

Unlike more mature, dense markets such as Northern Virginia, Texas still allows horizontal expansion without the same level of landuse friction and entitlement constraints that can slow megaprojects elsewhere.

Texas not only provides wideopen spaces for operators that want to build in more remote, quasi offgridlocations, but also gives data center developers a choice of major metros from DallasFort Worth with its major fiber hub, to Houston with its power infrastructure and energy expertise, to Austins tech ecosystem, to San Antonios relatively lower risk from tornadoes and the most damaging Gulf Coast hurricanes.

Texas Data Centers Use Natural Gas to Go Off-Grid

One of the big attractions to Texas for AI data center developers is the state’s abundant natural gas resources, which make it possible for projects to go off-grid or rely on private generation.

Natural gas is widely regarded as the most reliable option for data centers that want to bypass the grid, largely because it can deliver consistent, round-the-clock power. That reliability is critical for facilities that host systems supporting banks, hospitals, and first responders. As the nation's largest natural gas producer, Texas is a natural fit for these off-grid AI data center complexes, as recent Houston Chronicle reporting notes.

Texas accounts for nearly a third of the U.S. planned gas power expansion (more than the next seven states combined) and nearly half of that capacity, 40 GW, is intended to directly power data centers, according to the Global Energy Monitor.

Exxon Mobil, Chevron, and Diamondback Energy have all outlined plans to develop or participate in gasfired power projects dedicated to serving AI data centers in Texas and beyond.

Getting Online in Texas in Just Three Years

One of the other big benefits of building AI data centers in Texas is that the approval process is significantly faster than in many other states.

The industry likes Texas because ERCOT approves requests to connect to the grid faster than other major markets, Dan Diorio, vice president of state policy with the Data Center Coalition, told the Houston Chronicle.

Diorio estimated that in Virginia, currently the leading data center state, it can take up to seven years to receive approval, while the wait in Texas is approximately three years.

Texas also checks key boxes for companies looking to build or relocate data centers because the state has no personal income tax, relatively minimal regulatory hurdles, and direct access to a deregulated power market.

Texas jumpstarted its data center attraction in 2013 with the passage of House Bill 1223, which offers 10 to 15year sales and use tax exemptions on equipment and electricity for projects that meet specified investment and jobcreation thresholds.

While power generation and airquality permits are often approved faster than in other states, projects can move even more quickly by building onsite power generation to bypass grid queues.

In the AI era, speed is strategy, and Texas delivers it faster than anyone else.

Hexatronic Can Support Your AI Data Center Project

Texas has become the place where energy, land, and policy all line up to make largescale AI data centers not just possible, but practical. For operators racing to capture AI demand, the opportunity now is to turn that favorable environment into resilient, highperformance infrastructure that can scale.

Hexatronic Data Center helps bridge that gap, with structured cabling, fiber connectivity, and endtoend network services that support your project from initial design through a fully operational facility.

If you are planning to build, expand, or relocate a data center in Texas, contact Hexatronic Data Center to design a connectivity and cabling solution tailored to your AI workloads.

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