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Texas could topple Virginia as biggest data-center market by 2030, JLL report says

data analysis

A new report shows the role Texas could play as the data-center sector enters "hyperdrive." Photo via JLL.com.

Everything’s bigger in Texas, they say—and that phrase now applies to the state’s growing data-center presence.

A new report from commercial real estate services provider JLL says Texas could overtake Northern Virginia as the world’s largest data-center market by 2030. Northern Virginia is a longtime holder of that title.

What’s driving Texas’ increasingly larger role in the data-center market? The key factor is artificial intelligence.

Companies like Google and Microsoft need more energy-hungry data centers to power AI innovations. In a 2023 article, Forbes explained that AI models consume a lot of energy because of the massive amount of data used to train them, as well as the complexity of those models and the rising volume of tasks assigned to AI.

“The data-center sector has officially entered hyperdrive,” Andy Cvengros, executive managing director at JLL and co-leader of its U.S. data-center business, said in the report. “Record-low vacancy sustained over two consecutive years provides compelling evidence against bubble concerns, especially when nearly all our massive construction pipeline is already pre-committed by investment-grade tenants.”

Dallas-Fort Worth has long dominated the Texas data-center market. But in recent years, West Texas has emerged as a popular territory for building data-center campuses, thanks in large part to an abundance of land and energy. Nearly two-thirds of data-center construction underway now is happening in “frontier markets” like West Texas, Ohio, Tennessee and Wisconsin, the JLL report says.

Northern Virginia, the current data-center champ in the U.S., boasted a data-center market with 6,315 megawatts of capacity at the end of 2025, the report says. That compares with 2,423 megawatts in Dallas-Fort Worth, 1,700 megawatts in the Austin-San Antonio corridor, 200 megawatts in West Texas, and 164 megawatts in Houston.

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A new JLL report predicts that power will become the primary factor in selecting future data center sites, with renewables playing a major role. Photo courtesy JLL.

Renewables to play greater role in powering data centers, JLL says

Data analysis

Renewable energy is evolving as the primary energy source for large data centers, according to a new report.

The 2026 Global Data Center Outlook from commercial real estate services giant JLL points out that the pivot toward big data centers being powered by renewable energy stems from rising electricity costs and tightening carbon reduction requirements. In the data center sector, renewable energy, such as solar and wind power, is expected to outcompete fossil fuels on cost, the report says.

The JLL forecast carries implications for the Houston area’s tech and renewable energy sectors.

As of December, Texas was home to 413 data centers, second only to Virginia at 665, according to Visual Capitalist. Dozens more data centers are in the pipeline, with many of the new facilities slated for the Houston, Austin, Dallas-Fort Worth and San Antonio areas.

Amid Texas’ data center boom, several Houston companies are making inroads in the renewable energy market for data centers. For example, Houston-based low-carbon energy supplier ENGIE North America agreed last May to supply up to 300 megawatts of wind power for a Cipher Mining data center in West Texas.

The JLL report says power, not location or cost, will become the primary factor in selecting sites for data centers due to multi-year waits for grid connections.

“Energy infrastructure has emerged as the critical bottleneck constraining expansion [of data centers],” the report says. “Grid limitations now threaten to curtail growth trajectories, making behind-the-meter generation and integrated battery storage solutions essential pathways for sustainable scaling.”

Behind-the-meter generation refers to onsite energy systems such as microgrids, solar panels and solar battery storage. The report predicts global solar capacity will expand by roughly 100 gigawatts between 2026 and 2030 to more than 10,000 gigawatts.

“Solar will account for nearly half of global renewable energy capacity in 2026, and despite its intermittent properties, solar will remain a key source of sustainable energy for the data center sector for years to come,” the report says.

Thanks to cost and sustainability benefits, solar-plus-storage will become a key element of energy strategies for data centers by 2030, according to the report.

“While some of this energy harvesting will be colocated with data center facilities, much of the energy infrastructure will be installed offsite,” the report says.

Other findings of the report include:

  • AI could represent half of data center workloads by 2030, up from a quarter in 2025.
  • The current five-year “supercycle” of data center infrastructure development may result in global investments of up to $3 trillion by 2030.
  • Nearly 100 gigawatts worth of new data centers will be added between 2026 and 2030, doubling global capacity.

“We’re witnessing the most significant transformation in data center infrastructure since the original cloud migration,” says Matt Landek, who leads JLL’s data center division. “The sheer scale of demand is extraordinary.”

Hyperscalers, which operate massive data centers, are allocating $1 trillion for data center spending between 2024 and 2026, Landek notes, “while supply constraints and four-year grid connection delays are creating a perfect storm that’s fundamentally reshaping how we approach development, energy sourcing, and market strategy.”

This expert acknowledges the energy transition is not happening overnight — but it's never too early for Texans looking to get in on the ground floor. Photo via Shutterstock

Expert shares 5 key factors for evolving the energy transition in Texas

GUEST COLUMN

Humanity faces an inflection point in the coming decade. In order for the world’s population to survive and, ultimately, prosper, especially the population of developing countries such as India, China, and Brazil, significant investment in all forms of energy will be needed. Texas-based energy companies will play a crucial role in developing, advancing and supplying environmentally sensitive forms of energy to meet the world’s insatiable demand.

According to the U.S. Energy Information Administration, global energy consumption is expected to increase by a staggering 50 percent in the next 25 years. Fueled by rapid economic and population growth, this spike in demand is particularly focused within developing Asian countries outside of the Organization for Economic Cooperation and Development (OECD). Taking steps toward energy evolution today is crucial not only for economic progress but also to address the long-term impact of climate change. Research compiled by JLL highlights five key factors to consider.

1. Embracing a gradual evolution

Historically, energy transitions require significant time to be fully realized, often spanning over 50 years. Coal took more than 60 years to grow from a mere 5 percent to a dominant 50 percent share of the world's primary energy supply. Similarly, natural gas took nearly 70 years to increase its market share from 1 percent to 20 percent in the United States. Widespread commercialization of nuclear energy spans as much as 80 years, from the point of initial discovery and application. Major pendulum swings do not occur overnight; the next energy evolution will require adaptability and resilience.

2. Increase in global energy consumption

As non-OECD countries experience periods of economic growth, particularly driven by a growth of the manufacturing sector, these countries’ energy consumption naturally follows suit. Approximately 2.5 billion people live in these regions, which today heavily rely on non-renewable sources to meet basic energy needs.

As OECD countries continue to introduce sustainable technologies like battery power and other alternatives at scale, a transfer of more efficient and eco-friendly sources and technologies to developing communities must occur to reduce the world’s overall carbon footprint.

3. Surging investment in global energy transition

Investments in the global energy transition surpassed $1 trillion in 2022 – a stunning year-over-year increase of 31 percent. These investments are propelling innovative, sustainable solutions and driving the research and development necessary for a more environmentally conscious energy landscape.

4. Diversification and revised renewables forecast

Countries are actively diversifying their energy generation away from natural gas, specifically as a response to the energy crisis sparked by Russia's invasion of Ukraine. This push towards sustainable alternatives has received further validation with the International Energy Agency (IEA) recently revising its five-year renewables forecast, emphasizing a significant 28.4 percent increase. This revision serves as a testament to the increasing significance of sustainable energy sources in ensuring a resilient energy future.

5. United States energy production

Even with the implementation of the Inflation Reduction Act of 2022 (IRA), the United States will maintain its production and export of oil, natural gas, and derivatives. While recognizing the continued role of these traditional energy sources in meeting global energy demands, the United States also acknowledges the imperative of transitioning towards sustainable energy sources. Encouraging companies to embrace alternative energy solutions in line with this transition is now big business, as significant incentives are being provided at federal and state levels.

And what about here in Texas?

In this critical era of global energy evolution, Texas has the opportunity to take center stage, holding the keys not only to its own future but also to those far beyond the state’s borders. With abundant wind power production, vast solar energy potential, a favorable regulatory environment, and attractive tax incentives, Texas is well positioned to be a leader in innovation, research, and production of alternative energy sources. Combined with the presence of many of the country’s leading energy companies, Texas must be a powerhouse for driving a sustainable energy transition on a large scale.

Transforming the global energy landscape will not be accomplished overnight. It requires the collective efforts of governments, industries, companies, and individuals working together towards a common goal. Texas and Texans can serve as a beacon of inspiration, leading the charge in alternative energy adoption and investing today in the next century of energy production and consumption. Ultimately, our example should be one the world can follow.

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Louis Rosenthal is executive managing director at JLL and the global leader of the company's energy and renewables practice group.

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Houston energy tech company Molecule makes gas operations acquisition

software acquisition

Houston-based energy trading risk management (ETRM) software company Molecule has announced the acquisition of Dallas-based Trilogy Energy Solutions.

Molecule CEO Patrick Smith called the deal a "defining moment" for the company, as it allows Molecule's platform to expand to include physical gas operations.

“For years, this industry has drawn the ETRM box too small, creating inefficient silos by treating trading and physical operations as separate budgets and separate problems, when the real cost lives in the handoffs between them," Smith said in a news release. "Trilogy’s domain expertise in physical gas operations closes that gap. Together, we can give producers, midstream operators, and trading desks something the market has been asking for: a single, integrated view from wellhead to trading desk, without the manual reconciliation, spreadsheet workarounds, and legacy handoffs that slow the industry down.”

Trilogy, founded in 2014, is a provider of cloud-based software for the day-to-day logistics of physical natural gas operations. The platform allows users—including producers, marketers, midstream companies, pipeline operators and others—to manage activities such as pipeline nominations, gas gathering operations and more. Thus far, Molecule's platform has focused on energy trading and managing financial and commercial activities.

Through the acquisition, the combined company will now offer a full-stack enabled ETRM and energy operating system. Users of both platforms can expect continuity of service, according to the companies.

“Molecule has always been about meeting trading teams where they actually work, focused on being fast, accurate, and deeply integrated into their day-to-day workflow,” Sameer Soleja, founder and president of Molecule, added in the release. “Bringing Trilogy into the Molecule family extends that mission from the trading desk into the physical operations of the gas business. The two platforms complement each other exceedingly well, and the combined product will be able to offer all-in-one capabilities that lead the ETRM market, both in its tech-forward nature, and in its depth.”

Molecule expects the combined platform to help users reduce manual month-end close work, cut costs, and improve data accuracy and decision-making.

Trilogy's Chief Product Officer Jeremy Frye will join the Molecule team, along with others from Trilogy.

“Trilogy has spent decades building the trust of companies across the physical natural gas industry by delivering software that stands up to the demands of physical gas operations... It’s a rare combination that brings the best of both worlds, and I’m energized about what our teams will build together,” Frye added in the release.

California-based Sundance Growth, an existing investor in Molecule, supported the acquisition. The software growth equity firm raised a $125 million debut fund in 2025 and focuses on B2B SaaS companies.

Sundance led Molecule's Series B round, which closed last summer for an undisclosed amount. At the time, Soleja said the funding would allow Molecule to "double down on product innovation, grow our team, and reach even more markets."

Houston private equity firm's nuclear acquisition tops energy news to know

Trending Topics

Editor's note: The biggest energy transition headlines to close out July include a major acquisition and Department of Energy investments in Houston-led projects. Below are the five most-read stories published on EnergyCapitalHTX, July 15-31, 2026:

1. Houston PE firm makes latest nuclear industry acquisition

Houston-based private equity firm Pelican Energy Partners has acquired California-based Veridiam for an undisclosed amount in an effort to further increase the firm’s focus on the nuclear energy sector. Veridiam is a strategic manufacturer that specializes in the precision fabrication of components and assemblies made from exotic metals or advanced alloys for the nuclear, aerospace, defense, space and medical fields. Continue reading.

2. 4 Houston researchers awarded projects in DOE's Genesis Mission

The U.S. Department of Energy has named the nearly 300 projects selected under the Trump Administration's Genesis Mission, which aims to address some of the largest science and technology challenges in the country. The group features four projects from Houston universities and companies. The initiative aims to unite government, industry, academia and philanthropy to lead to breakthroughs in energy, scientific discovery and national security. Continue reading.

3. Shell strikes $1.8B deal to offload solar and wind assets in India

Reflecting its ongoing de-emphasis of renewable energy, oil and gas giant Shell has agreed to sell its solar and wind power business in India for $1.8 billion. Aditya Birla Renewables Ltd. (ABRen) is the pending buyer of Solenergi Power Private Ltd., including the Sprng Energy group of companies. Sprng Energy develops, owns and operates utility-scale solar and wind power facilities in India. Shell, whose U.S. headquarters is in Houston, acquired Solenergi in 2022 for $1.55 billion. Continue reading.

4. Houston company lands first deal from new Blackstone energy transition fund

Asset manager Blackstone has agreed to buy Houston-based Dresser Utility Solutions from Connecticut private equity firm First Reserve for an undisclosed amount. First Reserve has a major presence in Houston. The deal represents the first investment from Blackstone Energy Transition Partners V. “Blackstone’s deep resources and experience in the utility sector make them an ideal partner as we continue to invest in innovation, expand our product portfolio, and deliver value for our customers,” Dresser CEO David Evans said. Continue reading.

5. KBR appoints C-suite duo to lead forthcoming spinoff

In advance of the spinoff of its Mission Technology Solutions unit, Houston-based KBR has made two C-suite hires for the new business. Michael LaRouche is coming aboard as president and CEO of the spinoff, currently called SpinCo, on Sept. 26. Nicholas Veasey joined as executive vice president and chief financial officer on July 1. Continue reading.

Houston geothermal startup adds former bp, Calpine execs to C-suite

new leaders

XGS Energy, a Houston-based developer of geothermal power systems, has added several energy industry veterans to its C-suite this summer.

The company named Al Vickers as its new chief operating officer earlier this month. Vickers will replace Ghazal Izadi in the role, as she moves into the chief growth officer position.

Vickers previously served as CEO of bp's U.S. Low Carbon Energy business and most recently was COO of Houston-based Grid United, which develops next-generation transmission infrastructure.

“I have spent my career developing, building, and operating large, complex energy infrastructure, and I am excited to work with XGS’s proven technology, which is ready to deliver clean, round-the-clock power at the scale the grid and customers need,” Vickers said in a news release. “XGS sits at the intersection of innovation, affordability, demand growth, responsible infrastructure development, and long-term energy resilience. I’m excited to roll up my sleeves and apply best practices from both oil and gas and infrastructure development to deliver gigawatt-scale geothermal projects.”

Kurt Fricker, who most recently held leadership roles at Hess Corporation, was also announced as XGS's new chief procurement officer.

The hires come shortly after XGS announced Richard Chong as its new chief financial officer in May.

Chong joins XGS from Houston-based power producer Calpine, where he most recently was vice president of finance. His work there included leading $2.25 billion in financing for Geysers, the world’s largest geothermal power complex.

Chong says XGS’ proven technology and the rising demand for clean power will help the company execute on its multi-gigawatt pipeline.

“I look forward to applying the experience I’ve built over two decades in energy finance to help XGS deliver clean, reliable power to customers and unlock the massive development opportunity ahead for next-generation geothermal,” Chong said in the release.

XGS’ first project is a 150-megawatt geothermal facility in New Mexico. It will supply around-the-clock electricity to the grid operated by Public Service Co. of New Mexico in support of Meta data centers.

XGS recently tapped Houston-based energy technology company Baker Hughes to provide engineering services for the New Mexico project.

XGS’ geothermal system uses thermally conductive materials to deliver affordable energy anywhere hot rock exists — without the need for water resources or specific geological conditions. This results in lower-risk projects, more site options, easier permitting and faster deployment.

Since 2023, XGS has raised nearly $57 million in venture capital.

XGS launched in 2008 in Palo Alto, California, as Geothermic Solution. In conjunction with its Series A round in 2023, the company rebranded to its current name. The company recently moved its headquarters to Houston, according to the Houston Business Journal.

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