April 2, 2026

Texas’s AI Supercycle: What Site Selectors Need to Know After the TxEDC Investor Summit

Texas Is Positioned to Lead the Next Wave of AI Mega-Investments

Texas is rapidly emerging as the top destination for the next generation of AI data centers and high-density compute projects, driven by massive power availability, abundant land, a scalable workforce, and a business climate built for growth.

At the , Governor Greg Abbott underscored this point clearly, noting that Texas is already preparing to support AI investments that may ultimately surpass the scale of Stargate, OpenAI and partners’ multibillion-dollar supercomputing initiative. According to Abbott, Texas “has the capacity, the resources, and the ambition” to anchor the world’s next era of AI infrastructure.

Below is a detailed look at why Texas is fast becoming the premier location for AI computation at scale, and what developers, investors, and site selectors should know as they evaluate sites across the state’s fast-growing Texas regions for business.

Why AI Developers Are Targeting Texas for Mega-Scale Compute Projects

1. Texas Has Unmatched Power Availability for High-Density Compute

Texas leads the nation in energy production and continues to expand capacity at a pace few states can match. According to the Texas Comptroller and EIA data, Texas:

  • Produces more electricity than any other state, generating more than twice the output of the next-highest state
  • Generates 26% of all U.S. wind-powered electricity—#1 for 16 years
  • Accounts for 27% of U.S. natural gas production
  • Leads the U.S. in total energy production, responsible for nearly one-fourth of all domestically produced energy

ERCOT has also reported more than 150 GW of new generation capacity requests driven by large-scale compute and AI demand—far beyond what most states can accommodate. This diversified fuel mix—comprising natural gas, wind, solar, hydro, and growing storage—provides the stability and scalability required for multi-gigawatt AI campuses.

2. Texas Offers the Land and Development Scale for Multi-Gigawatt Campuses

Modern AI compute campuses often require 500–2,000 acres, redundant transmission corridors, water availability, and space for phased multi-gigawatt expansion.

Texas not only has the land—it has the right land:

  • Large tracts adjacent to high-capacity transmission
  • Regions with significant natural-gas throughput and substation access
  • Thousands of acres of industrial land with minimal land-use restrictions

Texas’ land advantage is one reason Reuters reports the potential $500 billion Stargate expansion program, entailing five additional mega-sites, is expected to heavily involve Texas due to its scale and infrastructure readiness.

3. The Workforce to Build and Run AI Mega-Sites Is Already Here

Texas’ workforce is one of the youngest and fastest growing in the nation, strengthened by university research corridors, engineering programs, community college upskilling, and a robust veteran and technical trades pipeline.

More than 1 million Texans work in STEM occupations, and computer-related roles continue to grow at a faster rate than the national average, making the state a powerhouse for next-generation digital industries and supporting the continued expansion of computer technology in Texas.

4. Texas’s Business Climate Favors Long-Term AI Investment

Texas continues to rank as the number one state for business, supported by a consistent, pro-growth regulatory environment, competitive tax rates, and performance-based incentives that help mitigate the risks associated with mega-projects.

Projects of this scale benefit from:

  • Competitive electricity market
  • Large shovel-ready land availability
  • Streamlined permitting
  • Workforce development programs
  • State and local incentives tailored to high-impact projects

These advantages are essential to why Texas is best for businesses, and have helped attract multibillion-dollar investments from global technology partners, including Crusoe, Oracle, OpenAI, and others exploring next-phase compute locations.

What We Learned at the 2025 TxEDC Investor Summit

  • Texas can support AI campuses larger than Stargate.

Governor Abbott highlighted that multiple global technology firms have already approached the state with multi-gigawatt site requirements—indicating demand that could surpass the scale of Stargate.

  • New AI clusters are emerging across Texas.

Communities statewide are preparing grid enhancements, infrastructure upgrades, and workforce programs to support hyperscale compute projects.

  • Power-linked incentives and land readiness are accelerating

High-impact incentive packages and transmission-adjacent land development are helping companies move from exploration to execution faster than in competing states.

Examples of Major AI Projects Driving Momentum

Recent announcements demonstrate Texas’ readiness for next-stage AI development:

  • Stargate and its expansion path

OpenAI, Oracle, and partners have planned five additional U.S. data center sites beyond the initial Stargate location, according to Reuters and OpenAI’s published roadmap. Texas is widely considered a leading contender for several of these sites.

  • Crusoe’s Abilene facility is now live

Crusoe Energy’s new Abilene compute campus is fully operational and supporting Oracle and OpenAI workloads, according to reports from DatacenterDynamics. This is an early example of the type of high-density compute development accelerating across the state.

  • New multi-site AI partnerships announced in late 2024 and early 2025

Large-scale land acquisitions and transmission-adjacent parcels have begun surfacing across Texas, many in locations previously associated with large energy or manufacturing projects.

Texas’ deep infrastructure and rapid population growth ensure that these clusters will continue to expand statewide.

Why Texas Is Poised to Lead the Next Era of AI Infrastructure

AI is driving a generational shift in global data center development. These factors have made Texas the most capable environment in the nation for AI expansion at unprecedented scale:

  • Power — abundant, diversified, and scalable, giving AI and high-density compute projects the long-term capacity and grid resilience they require.
  • Land — large tracts suited for multi-GW campuses, with room for phased expansion, transmission adjacency, and significant buffer capacity.
  • Workforce — engineering, trades, and operator talent at scale, strengthened by Texas’ fast-growing STEM pipeline and technical training programs.
  • Policy — a pro-growth climate with reasonable regulations, creating predictable conditions for complex, capital-intensive development.
  • Incentives — tools that de-risk high-impact capital investment, including performance-based grants, infrastructure support, and workforce funding.
  • Geography — a central location with national grid connectivity, enabling efficient distribution, low-latency operations, and access to major U.S. markets.

Planning an AI or Data Infrastructure Project in Texas?

Organizations evaluating large-scale compute, data infrastructure, or AI-focused campuses can access:

Get Ready to Scale Your AI or Data Infrastructure
Texas is uniquely positioned to lead the next era of AI and high-density compute development, with the power capacity, land scale, workforce depth, and pro-growth policy environment required for multi-gigawatt investment. As AI infrastructure expands nationwide, few locations can match Texas’ ability to support projects of this magnitude—today and over the long term.

Companies actively evaluating relocation, expansion, incentives, or site development should engage directly with the Governor’s Office of Economic Development & Tourism (EDT), which works with site selectors and corporate leaders on project execution, benefits, and state-level resources.

The Texas Economic Development Corporation (TxEDC) supports this work by marketing Texas as a premier global business destination and helping connect investors and decision-makers with the appropriate state and regional partners. Together, these efforts ensure Texas remains the leading destination for AI infrastructure at scale.

To learn how your organization can join TxEDC in promoting Texas as a global leader in AI innovation, visit our Investor Page.

Flag of Texas on hi tech concept background. 3d illustration.