3 Houston innovators to know right now

who's who

This week's roundup of Houston innovators includes Phillip Yates of Equiliberty, Meagan Pitcher of Bairitone Health, and Moody Heard of Builtforce. Photos courtesy

Editor's note: InnovationMap regularly introduces its readers to a handful of Houston innovators recently making headlines with news of innovative technology, investment activity, and more. Our first January batch includes three innovators across social impact, health care, and more.

Phillip Yates, CEO of Equiliberty

Phillip Yates joins the Houston Innovators Podcast to share why 2025 is the year of launch for Equiliberty. Photo courtesy of Equiliberty

For Phillip Yates, this year will be the year of launch. The attorney-turned-entrepreneur has been working on his fintech platform, Equiliberty, for years now, but come the first half of 2025, it's go time.

"We're going to release our technology in Q2 of this year, and we're looking to commercialize it by the end of this year," Yates says on the Houston Innovators Podcast.

The platform connects users with resources to build wealth. Yates, along with his co-founders, Rachel Howard and Cody Bailey, created the company with the mindset that people with lower financial means can take control of their own financial success — in a way that doesn't take away from anyone else. Continue reading.

Meagan Pitcher, co-founder and CEO of Bairitone Health

Meagan Pitcher, co-founder and CEO of Bairitone Health, joins the Houston Innovators Podcast. Photo courtesy of Bairitone

There's a slew of treatment options for people living with sleep apnea. But, the bigger problem, as Meagan Pitcher realized during her time at the Texas Medical Center's Biodesign program, is that there's no easy way to reliably diagnose and determine a treatment plan for patients.

"We saw all of the companies trying to solve the problem of making the airway collapse less or make the air way wider — it might be surgery, might be medication, or nerve stimulation," Pitcher says on the Houston Innovators Podcast. "One of the things we found was that it was really hard to match a patient with sleep apnea with a good treatment for them. One of the reasons is it's hard to get an understanding of where the individual's site of collapse is as sleep medicine is currently practiced."

As Pitcher went through the TMC Biodesign program, she teamed up with her co-founders — CTO Onur Kilicand and CMO Britt Cross — to find a solution, and together they developed Bairitone Health. The company's technology provides at-home medical imaging using sonar sensing. The non-invasive device has the potential to replace the current standard of care, which is a surgical procedure. Continue reading.

Moody Heard, CEO of BuildForce

Houston-based Buildforce is developing a technology to better connect contractors and the trade professionals they employ. Photo courtesy of Buildforce

Houston-based Buildforce announced it has acquired Ladder, which is a Y Combinator-backed, technology-enabled construction labor marketplace.

The acquisition is part of Buildforce’s expansion plans into the southeastern U.S. and during a time of increased demand for skilled construction talent. Buildforce will work to leverage the Ladder customer base of over 200 customers across six states, as well as its extensive electrician network of over 10,000 pre-screened electricians, which is the largest in the Southeast.

“There are two major problems plaguing the construction labor market,” Moody Heard, co-founder and CEO of Buildforce, says in a news release. “One, the project-based nature of construction work means tradesmen are constantly ‘working themselves out of a job’, meaning high employee turnover. And two, the industry is experiencing a secular decline in the supply of tradesmen relative to surging demand.” Continue reading.

The acquisition is part of Buildforce’s expansion plans into the southeastern U.S. Photo via Getty Images

Houston construction tech tool acquires Y Combinator-backed co.

M&A moves

A Houston-based platform that connects skilled electricians with top electrical contractors has made a strategic acquisition.

Buildforce announced it has acquired Ladder, which is a Y Combinator-backed, technology-enabled construction labor marketplace.

The acquisition is part of Buildforce’s expansion plans into the southeastern U.S. and during a time of increased demand for skilled construction talent. Buildforce will work to leverage the Ladder customer base of over 200 customers across six states, as well as its extensive electrician network of over 10,000 pre-screened electricians, which is the largest in the Southeast.

In addition to expanding to Georgia with the Ladder acquisition, Buildforce launched in Arizona in October and will expand into several additional high-construction volume states in 2025. Also in October, Buildforce launched an easier product to manage a flexible time approval process with its Activity Log and Comments for Time Entries update. Contractors in these regions will be introduced to a more “integrated, technology-driven approach to talent acquisition and workforce management that drives efficiency and delivers higher quality project outcomes,” according to Buildforce.

“There are two major problems plaguing the construction labor market,” Moody Heard, co-founder and CEO of Buildforce, says in a news release. “One, the project-based nature of construction work means tradesmen are constantly ‘working themselves out of a job’, meaning high employee turnover. And two, the industry is experiencing a secular decline in the supply of tradesmen relative to surging demand.”

Ladder Founder and CEO Alex Stewart will continue on in a leadership role as a senior executive with Buildforce.

"I am incredibly excited to join the Buildforce team to further its expansion into new markets, while staying true to its mission of helping people in the construction trades find more security and fulfillment,” Stewart said in a news release. “Buildforce is at the forefront of workforce management for the construction industry, and I look forward to working with Moody and the rest of the talented Buildforce team to drive the business towards continued growth.”

Buildforce was founded in 2019 to help close the gap in the construction labor market that affected skilled tradespeople and contractors. In 2021, the company raised a $4 million round backed by Houston-based Mercury.

This week's roundup of Houston innovators includes three founders celebrating recent funding — Omair Tariq of Cart.com, Moji Karimi of Cemvita Factory, and Moody Heard of Buildforce. Courtesy photos

3 Houston innovators with fresh funds to know this week

who's who

Editor's note: In this week's roundup of Houston innovators to know, I'm introducing you to three local innovators across industries — who each recently announced new funding — recently making headlines in Houston innovation.

Omair Tariq, CEO of Cart.com

Omair Tariq's Cart.com raised a big round last week. Photo via Cart.com

Cart.com, an end-to-end e-commerce software startup, announced the close of its series B round at $98 million last week, which brings the company's total funding to $140 million since it launched eight months ago.

"At Cart.com, we believe e-commerce brands should be free to scale up without having to juggle countless outside vendors, and without compromising their unique vision for their brand," says Omair Tariq, CEO of Cart.com, in the release. "Our one-stop platform supports sellers across the full range of e-commerce functionality, empowering them to efficiently scale up and reach new markets using proven, best-of-breed services and technologies."

The new funding will go toward further developing the Cart.com platform. Click here to read more.

Moji Karimi, co-founder and CEO of Cemvita Factory

Moji Karimi has something to celebrate after last week's news. Photo courtesy of Cemvita

Houston-based biotech company Cemvita Factory announced the initial close of its series A round. Founded by brother-sister team Moji and Tara Karimi in 2017, the company's technology biomimics photosynthesis to take carbon dioxide and turn it into something else. Cemvita uses this synthetic biology to decarbonize heavy industry across chemical manufacturing, mining, and oil and gas.

"Decarbonizing heavy industry is one of the most critical challenges in addressing climate change," says Moji Karimi, who serves as CEO, in a news release. "Synthetic biology is now primed to revolutionize heavy industries because of its inherent low-carbon advantages, and Cemvita is taking the lead in identifying and derisking the key applications." Click here to read more.

Moody Heard, CEO of BuildForce

Houston-based Buildforce is developing a technology to better connect contractors and the trade professionals they employ. Photo courtesy of Buildforce

Houston-based construction app Buildforce closed its latest round of funding at $4 million. The round was led by Maryland-based TDF Ventures, with participation from existing investor Houston-based Mercury Fund and Austin-based S3 Ventures.

The company uses construction staffing and management software to more efficiently connect contractors to skilled workers across trades — electrical, mechanical, plumbing, flooring, concrete, painting, and more.

"Contractors depend on skilled and reliable tradespeople to meet project timelines," says Moody Heard, co-founder and CEO of Buildforce, in a news release. "Our key insight is that by optimizing the user experience for skilled tradespeople seeking higher pay and job security, we are able to help meet contractors' needs. We're thrilled to have become the partner of choice for the top contractors in our current markets looking to connect with this workforce." Click here to read more.

Buildforce is an app that can connect contractors with construction experts. Photo courtesy of Buildforce

Houston construction tech company raises $4M round

money moves

A locally founded company that's focusing on changing the construction labor game has raised a round of institutional funding.

Buildforce, which splits its headquarters between Houston and Austin, closed its latest round of funding at $4 million. The round was led by Maryland-based TDF Ventures, with participation from existing investor Houston-based Mercury Fund and Austin-based S3 Ventures.

The company uses construction staffing and management software to more efficiently connect contractors to skilled workers across trades — electrical, mechanical, plumbing, flooring, concrete, painting, and more.

"Contractors depend on skilled and reliable tradespeople to meet project timelines," says Moody Heard, co-founder and CEO of Buildforce, in a news release. "Our key insight is that by optimizing the user experience for skilled tradespeople seeking higher pay and job security, we are able to help meet contractors' needs. We're thrilled to have become the partner of choice for the top contractors in our current markets looking to connect with this workforce."

The new funds will support the startup as it scales, grows revenue, develops its product, and more.

"The US has millions of unfilled openings for skilled tradespeople, yet consistent work remains out-of-reach for many construction professionals," says Will Rayner, principal at TDF Ventures, in the release. "Buildforce's exponential growth in 2021 is a testament to the company's ability to connect supply and demand in this difficult labor market at scale."

The company closed an earlier round of funding in April. That round was led by Mercury.

This week's roundup of Houston innovators includes Chris Howard of Softeq, Stephanie Hertzog of Sodexo, and Moody Heard of Buildforce. Courtesy photos

3 Houston innovators to know this week

who's who

Editor's note: In the week's roundup of Houston innovators to know, I'm introducing you to three local innovators across industries — oil and gas, tech development, and construction staffing — recently making headlines in Houston innovation.


Chris Howard, CEO of Softeq

On this week's episode of the Houston Innovators Podcast, Softeq Founder and CEO Chris Howard shares how he's focusing on supporting the Houston innovation ecosystem. Photo courtesy of Softeq

A sign of a blossoming innovation ecosystem is when experienced and successful founders turn their focus to supporting emerging startups. That's what Chris Howard, who founded his tech company over 20 years ago, is looking to do with a new innovation lab and more in the works.

"I want to give back as an entrepreneur and a Houstonian," Howard says on this week's episode of the Houston Innovators Podcast. "I really want to leverage Softeq's expertise in order to help these companies grow in the same way that we've been doing for a couple of decades now."

Howard shares more about the Softeq Innovation Lab and how COVID-19 has affected his business and technology in general on the episode. Click here to read more and stream the episode.

Stephanie Hertzog, CEO of Sodexo

Stephanie Hertzog is hoping the future workforce of her company and others within the energy industry better reflects the city's diverse populations. Photo courtesy of Sodexo

Ever since taking the helm at Houston-based Sodexo Energy Resources North America, CEO Stephanie Hertzog has been intentional with prioritizing diversifying the workforce of the company. In a Q&A with InnovationMap, she notes on how the energy industry has been known as pretty homogeneous, especially within the gender divide. But things are changing.

"And we need to all be focusing on getting more of not only diversity, but inclusion as well," she says. "It's not just about hiring a diverse group, it's about making those people feel included when they get here and having them want to stay and be a part of our industry." Read more.

Additionally this week, Hertzog expands on her call for the energy industry to diversify in a guest column for InnovationMap. Click here to read it.

Moody Heard, CEO of BuildForce

Houston-based Buildforce is developing a technology to better connect contractors and the trade professionals they employ. Photo courtesy of Buildforce

A Houston innovator is tapping into tech to disrupt a booming industry in Houston, Texas, and beyond .Buildforce is a construction staffing app that aims to more efficiently connect contractors to skilled workers in trades ranging from electrical, mechanical, and plumbing to flooring, concrete, painting, and more.

The company raised a $1.5 million pre-seed round led by Houston-based Mercury Fund and is led by CEO Moody Heard.

"Our key insight is that providing a superior service to construction employers starts with providing a superior experience for tradesmen and women," Heard says in a news release. "Talent is the greatest finite resource in construction in Texas. In order to deliver talent to our contractor partners, we've created a job placement experience that is simple, friendly, and transparent. That's something people in the construction trades aren't used to, and has helped us grow incredibly quickly over the past several months." Click here to read more.

These Houston startups are starting the year off funded. Photo via Getty Images

5 Houston startups start 2021 strong with fresh funding

following the money

Houston startups saw a tumultuous year last year when it came to funding, but some local businesses are seeing an uptick in various stages of venture funding — from a $130 million series B round to a few seed and pre-seed fundings.

In case you missed some of these headlines, InnovationMap has rounded up these seven deals based on previous reporting. Scroll through to see which Houston startups are catching the eyes — and cashing the checks — of investors.

Houston software startup closes $7.5M series A led by two Houston-area​ VC firms

A Houston startup has closed a $7.5 million round of funding with mostly local investment. Photo courtesy of WizeHire

A Houston B2B software startup has closed a new round of funding led by two Houston venture capital firms.

WizeHire, a tech-enabled hiring solution for small businesses, closed a $7.5 million series A funding round that was led by Houston-based Mercury Fund and Amplo, which is based just north of Houston in Spring. Additional support came from existing backers Ruchit Shah and RigUp co-founder Sandeep Jain. The company was co-founded by Sid Upadhyay, Nick Carneiro, and Jay Niblick.

According to a news release, WizeHire will use the funds to scale their business, which is centered around providing personalized hiring resources to small businesses, as well as to hire more staff and expand its partner program.

"We're a small business helping small businesses with a team of people looking out for you," says Upadhyay, who serves the company as CEO, in the release. "Hiring is complex and personal. Our customers see what we do not just as software; they see us as a trusted advisor." Click here to continue reading.

Houston B2B software company raises $3.2M in seed funding to grow team and product

DocJuris has raised its first round of venture funding to grow its team to keep up with demand for its legal software platform. Image courtesy of DocJuris

A Houston-based software-as-a-service company that is revolutionizing the contract process has closed a round of funding this week.

DocJuris, founded in 2018, raised $3.2 million in seed funding led by New York-based RTP Seed with additional support from Houston-based Seed Round Capital, California-based Watertower Ventures, Maryland-based Crossbeam, and Remote First Capital.

It's the startup's first round of venture funding and Henal Patel, CEO of DocJuris, says he was looking for funds as well as support from investors who had experience with software and could open doors to new clients for the legal software. Click here to continue reading.

Houston space tech company raises $130M series B

Houston-based Axiom Space has raised more funds for its growing commercial space business. Image via axiomspace.com

Just around a year ago, Houston-based Axiom Space Inc. closed a $100 million series A round. Now, the space tech company has announced even more financing as it grows and scales to support a NASA-commissioned project.

Axiom raised $130 million in its series B round led by C5 Capital with support from TQS Advisors, Declaration Partners, Moelis Dynasty Investments, Washington University in St. Louis, The Venture Collective, Aidenlair Capital, Hemisphere Ventures, and Starbridge Venture Capital.

"Axiom Space is a force in the space sector, and it will become a centerpiece of the C5 Capital portfolio and enhance our vision for a secure global future," says C5 operating partner Rob Meyerson, who will join the Axiom board of directors, in a news release. "The Axiom Station will be the infrastructure upon which we will build many new businesses in space, and it will serve as the foundation for future exploration missions to the Moon, Mars, and beyond." Click here to continue reading.

Houston construction staffing startup emerges from stealth with $1.5 pre-seed funding

Houston-based Buildforce is developing a technology to better connect contractors and the trade professionals they employ. Photo via Getty Images

A Houston startup has been quietly working on a tech solution for construction staffing and has now emerged from stealth mode to announce a recent funding round as well as an acquisition.

Launched in July of 2020, Buildforce is a construction staffing app that aims to more efficiently connect contractors to skilled workers in trades ranging from electrical, mechanical, and plumbing to flooring, concrete, painting, and more, according to a news release. The company raised a $1.5 million pre-seed round led by Houston-based Mercury Fund.

Co-founder and CEO Moody Heard, who previously served as senior investment analyst at Mercury, says the tech product — the Buildforce Contractor App — will have a big impact on Texas, which is experiencing growing construction volume across the state. Click here to continue reading.

Houston digital studio closes $2M seed round with local investment

Umbrage, a Houston-based developer of enterprise software, has closed its seed funding. Photo via umbrage.com

A software startup in Houston has leveled up thanks to new funding. Houston-based digital studio Umbrage has reportedly raised $2 million.

Founded in 2019 by Will Womble, Umbrage creates custom software solutions for companies within digitally transforming industries, such as oil and gas, healthcare, and supply chain.

"Umbrage is a new way that enterprises can overcome the inherent challenges of building and scaling digital solutions," Womble, who also serves as CEO, says in a news release. "Umbrage partners with internal technology teams to create scalable products that directly impact business' success. And by training our clients to effectively scale and improve these custom-built solutions, we're setting up our customers for long-term, sustainable success." Click here to continue reading.

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This is the income required to be a middle class earner in Houston in 2026

Cashing In

A new study tracking the upper and lower thresholds for middle class households across the nation's largest cities has revealed Houstonians need to make at least a grand more than last year to maintain their middle class status this year.

According to SmartAsset's just-released annual report, "What It Takes to Be Middle Class in America – 2026 Study," Houston households need to make anywhere from $42,907 to $128,722 to qualify as middle class earners this year.

Compared to 2025, Houstonians need to make $1,153 more per year to meet the minimum threshold for a middle class status, whereas the upper bound has stretched $3,448 higher. The median income for a Houston household in 2024 was $64,361, the study added.

SmartAsset's experts used 2024 Census Bureau median household income data for the 100 biggest U.S. cities and all 50 states and determined middle class income ranges by using a variation of Pew Research's definition of a middle class household, stating the salary range is "two-thirds to double the median U.S. salary."

In the report's ranking of the U.S. cities with the highest household incomes needed to maintain a middle class status, Houston ranked No. 80.

In the report's state-by-state comparison, Texas has the 24th highest middle class income range. Overall, Texas households need to make between $53,147 and $159,442 to be labeled "middle class" in 2026. For additional context, the median income for a Texas household in 2024 came out to $79,721.

"Often, the expectations that come with the term 'middle class' include reaching home ownership, raising kids, the comfort of modest emergency funds and retirement savings, and the occasional splurge or vacation," the report said. "And as the median household income varies widely across the U.S. depending on the local job market, housing market, infrastructure and other factors, so does swing the bounds on what constitutes a middle class income in America."

What it takes to be middle class elsewhere around Texas

Two Dallas-Fort Worth suburbs – Frisco and Plano – have some of the highest middle class income ranges in the country for 2026, SmartAsset found.

Frisco households need to make between $96,963 and $290,888 to qualify as middle class this year, which is the third-highest middle class income range nationwide.

Plano's middle class income range is the eighth highest nationally, with households needing to make between $77,267 and $231,802 for the designation.

Salary range needed to be a middle class earner in other Texas cities:

  • No. 28 – Austin: between $60,287 and $180,860
  • No. 40 – Irving: between $56,566 and $169,698
  • No. 44 – Fort Worth: between $55,002 and $165,006
  • No. 57 – Garland: between $50,531 and $151,594
  • No. 60 – Arlington: between $49,592 and $148,77
  • No. 61 – Dallas: between $49,549 and $148,646
  • No. 73 – Corpus Christi: between $44,645 and $133,934
  • No. 77 – San Antonio: between $44,117 and $132,352
  • No. 83 – Lubbock: between $41,573 and $124,720
  • No. 84 – Laredo: between $41,013 and $123,038
  • No. 89 – El Paso: between $39,955 and $119,864
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This article originally appeared on CultureMap.com.

Houston leads Texas with 7 new National Academy of Inventors senior members

top honor

The University of Houston is now home to seven new senior members of the National Academy of Inventors.

The distinction honors active faculty, scientists and administrators from NAI member institutions that have demonstrated innovation and produced technologies that have “brought, or aspire to bring, real impact on the welfare of society,” according to the NAI. The members have also succeeded in patents, licensing and commercialization, and educating and mentoring.

According to UH, its seven new members represent the largest group from any single Texas institution this year, bringing the university's total senior member count to 46.

UH faculty also represented three of Houston's four new senior members in 2025. Six Houstonians were also named to the NIA's class of fellows late last year.

“This recognition affirms what we see every day at the University of Houston—bold, collaborative innovation focused on improving lives," Ramanan Krishnamoorti, vice president of energy at UH, said in a news release. "Having seven faculty members named Senior Members reflects our momentum and a culture where discovery moves beyond the lab into solutions that strengthen communities and drive economic growth.”

UH’s new senior members include:

  • Haleh Ardebili, endowed professor of mechanical and aerospace engineering and assistant vice president for Entrepreneurship and Startup Ecosystem. Ardebili develops flexible lithium batteries and holds four patents
  • Vemuri Balakotaiah, distinguished university chair and professor of chemical and biomolecular engineering. Balakotaiah holds is patents, with five pending, and develops mathematical models for the clean energy research.
  • Jakoah Brgoch, professor of chemistry. Brgoch develops next-generation inorganic materials and holds four patents.
  • Jose L. Contreras-Vidal, distinguished professor in electrical and computer engineering and director of UH’s NSF neurotechnology research center. Conreras-Vidal develops brain-machine interface technologies. He holds five patents, with two technologies advancing through clinical trials.
  • Preethi Gunaratne, professor in the department of biology and biochemistry and director of the UH Sequencing Core in UH’s College of Natural Sciences and Mathematics. Gunaratne holds five patents in biology and energy technologies and has made significant large-scale genome discoveries.
  • Jae-Hyun Ryou, professor of mechanical and aerospace engineering. Ryou holds 13 patents and has develops innovative semiconductor materials and devices for flexible electronics.
  • Yingcai Zheng, professor in applied geophysics and director of the UH Rock Physics Lab. Zheng's work focuses on energy production, geothermal development and carbon management strategies. He holds two patents.

Other Texas institutions also had strong showings this year. Additional new Texas senior members from NAI institutions include:

Texas A&M University

  • Guillermo Aguilar
  • Stavros Kalafatis
  • Narendra Kumar
  • Heng Pan
  • Xingyong Song
  • Yubin Zhou

Texas State University

  • Bahram Asiabanpour
  • Martin Burtscher
  • Nihal Dharmasiri
  • Alexander Kornienko
  • Ted Lehr
  • Christopher Rhodes

The University of Texas at Arlington

  • Brian H. Dennis
  • Nicholas Gans
  • Frederick M. MacDonnell
  • Charles Philip Shelor
  • Liping Tang

The University of Texas at San Antonio

  • Robert De Lorenzo
  • Marc Feldman
  • Daohong Zhou

The University of Texas at El Paso

  • XiuJun Li
  • Yirong Lin
  • David Roberson

Texas Tech University Health Sciences Center

  • Thomas John Abbruscato
  • Annette Louise Sobel
  • Sanjay K. Srivastava

Texas Tech University

  • Gerardo Games
  • Dy Dinh Le

Baylor University

  • David Jack

The University of Texas Rio Grande Valley

  • Upal Roy

This year's class is the largest since the NAI launched its senior member recognition program in 2018. The new senior members come from 82 NAI institutions ad hoe more than over 2,000 U.S. patents. Accoring to the NAI, it has 945 senior members who hold more than 11,000 U.S. patents today.

“This year’s senior member class is a truly impressive cohort. These innovators come from a variety of fields and disciplines, translating their technologies into tangible impact,” Paul R. Sanberg, president of NAI, added in a news release. “I commend them on their incredible pursuits and I’m honored to welcome them to the Academy.”

The Senior Member Induction Ceremony will honor the 2026 class at NAI’s Annual Conference June 1-4 in Los Angeles.

Texas takes the No. 1 spot on new energy resilience report

Ranking It

A new report by mineral group Texas Royalty Brokers ranks Texas as the No. 1 most energy-resilient state.

The study focused on four main sources of electricity in hydroelectric dams, natural gas plants, nuclear reactors and petroleum facilities. Each state was given an Energy Resilience Score based on size and diversity of its power infrastructure, energy production and affordability for residents.

Texas earned a score of 71.3 on the report, outpacing much of the rest of the country. Pennsylvania came in at No. 2 with a score of 55.8, followed by New York (49.1) and California (48.4).

According to the report, Texas produces 11.7 percent of the country’s total energy, made possible by the state’s 141,000-megawatt power infrastructure—the largest in America.

Other key stats in the report for Texas included:

  • Per-capita consumption: 165,300 kWh per year
  • Per-capita expenditures: $5,130 annually
  • Total summer capacity: 141,200 megawatts

Despite recent failures in the ERCOT grid, including the 2021 power grid failure during Winter Storm Uri and continued power outages with climate events like 2024’s Hurricane Beryl that left2.7 million without power, Texas still was able to land No. 1 on an energy resilience list. Texas has had the most weather-related power outages in the country in recent years, with 210 events from 2000 to 2023, according to an analysis by the nonprofit Climate Central. It's also the only state in the lower 48 with no major connections to neighboring states' power grids.

Still, the report argues that “(Texas’ infrastructure) is enough to provide energy to 140 million homes. In total, Texas operates 732 power facilities with over 3,000 generators spread across the state, so a single failure can’t knock out the entire grid here.”

The report acknowledges that a potential problem for Texas will be meeting the demands of AI data centers. Eric Winegar, managing partner at Texas Royalty Brokers, warns that these projects consume large amounts of energy and water.

According to another Texas Royalty Brokers report, Texas has 17 GPU cluster sites across the state, which is more than any other region in the United States. GPUs are specialized chips that run AI models and perform calculations.

"Energy resilience is especially important in the age of AI. The data centers that these technologies use are popping up across America, and they consume huge amounts of electricity. Some estimates even suggest that AI could account for 8% of total U.S. power consumption by 2030,” Winegar commented in the report. “We see that Texas is attracting most of these new facilities because it already has the infrastructure to support them. But we think the state needs to keep expanding capacity to meet growing demand."

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This article originally appeared on EnergyCapitalHTX.com.

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