Google is investing in Texas. Photo courtesy of Google

Google is investing a huge chunk of money in Texas: According to a release, the company will invest $40 billion on cloud and artificial intelligence (AI) infrastructure, with the development of new data centers in Armstrong and Haskell counties.

The company announced its intentions at a meeting on November 14 attended by federal, state, and local leaders including Gov. Greg Abbott who called it "a Texas-sized investment."

Google will open two new data center campuses in Haskell County and a data center campus in Armstrong County.

Additionally, the first building at the company’s Red Oak campus in Ellis County is now operational. Google is continuing to invest in its existing Midlothian campus and Dallas cloud region, which are part of the company’s global network of 42 cloud regions that deliver high-performance, low-latency services that businesses and organizations use to build and scale their own AI-powered solutions.

Energy demands

Google is committed to responsibly growing its infrastructure by bringing new energy resources onto the grid, paying for costs associated with its operations, and supporting community energy efficiency initiatives.

One of the new Haskell data centers will be co-located with — or built directly alongside — a new solar and battery energy storage plant, creating the first industrial park to be developed through Google’s partnership with Intersect and TPG Rise Climate announced last year.

Google has contracted to add more than 6,200 megawatts (MW) of net new energy generation and capacity to the Texas electricity grid through power purchase agreements (PPAs) with energy developers such as AES Corporation, Enel North America, Intersect, Clearway, ENGIE, SB Energy, Ørsted, and X-Elio.

Water demands

Google’s three new facilities in Armstrong and Haskell counties will use air-cooling technology, limiting water use to site operations like kitchens. The company is also contributing $2.6 million to help Texas Water Trade create and enhance up to 1,000 acres of wetlands along the Trinity-San Jacinto Estuary. Google is also sponsoring a regenerative agriculture program with Indigo Ag in the Dallas-Fort Worth area and an irrigation efficiency project with N-Drip in the Texas High Plains.

In addition to the data centers, Google is committing $7 million in grants to support AI-related initiatives in healthcare, energy, and education across the state. This includes helping CareMessage enhance rural healthcare access; enabling the University of Texas at Austin and Texas Tech University to address energy challenges that will arise with AI, and expanding AI training for Texas educators and students through support to Houston City College.

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This article originally appeared on CultureMap.com.

Cloudbreak Enterprises is getting in on the ground level with software startups — quickly helping them take an idea to market. Photo via Getty Images

Unique Houston-based venture studio looks to double portfolio in 2021

startup support

Lauren Bahorich is in the business of supporting businesses. In February 2020, she launched Cloudbreak Enterprises — B-to-B SaaS-focused, early-stage venture studio — with plans to onboard, invest in, and support around three new scalable companies a year. And, despite launching right ahead of a global pandemic, that's exactly what she did.

Bahorich, who previously worked at Golden Section Ventures, wanted to branch off on her own to create a venture studio to get in on the ground level of startups — to be a co-founder to entrepreneurs and provide a slew of in-house resources and support from development and sales to marketing and administration.

"We start at zero with just an idea, and we partner with out co-founders to build the idea they have and the domain expertise and the industry connections to take that idea and built a product and a company," Bahorich says.

Bahorich adds that there aren't a lot of venture studios in the United States — especially in Houston. While people might be more familiar with the incubator or accelerator-style of support for startups, the venture studio set up is much more intimate.

"We truly see ourselves as co-founders, so our deals are structured with co-founder equity," Bahorich says, explaining that Cloudbreak is closer to a zero-stage venture capital fund than to any incubator. "We are equally as incentivized as our co-founders to de-risk this riskiest stage of startups because we are so heavily invested and involved with our companies."

Lauren Bahorich founded Cloudbreak Enterprises in February of 2020. Photo courtesy of Cloudbreak

Cloudbreak now has three portfolio companies, and is looking to onboard another three more throughout the rest of the year. Bahorich runs a team of 15 professionals, all focused on supporting the portfolio. While creating the studio amid the chaos of 2020 wasn't the plan, there were some silver linings including being able to start with part-time developers and transition them to full-time employees as the companies grew.

"Within the first month, we were in shutdown here in Houston," Bahorich says. "But it's been a great opportunity for us. Where a lot of companies were pivoting and reassessing, we were actually able to grow because we were just starting at zero ourselves."

Cloudbreak's inaugural companies are in various stages and industries, but the first company to be onboarded a year ago — Relay Construction Solutions, a bid leveling software for the construction industry — joined the venture studio as just an idea and is already close to first revenue and potentially new investors. Cloudbreak is also creating a commercial real estate data management software and an offshore logistics platform. All three fall into a SaaS sweet spot that Bahorich hopes to continue to grow.

"We are looking to replace legacy workflows that are still performed in Excel or by email or phone," Bahorich says. "It's amazing how many opportunities there are that fit into that bucket — these high-dollar, error-prone workflows that are still done like it's 1985."

Given the hands-on support, Bahorich assumed she'd attract mostly first-time entrepreneurs who don't have experience with all the steps needed to launch the business. However, she says she's gotten interest from serial entrepreneurs who recognized how valuable the in-house support can be for expediting the early-stage startup process.

"What I'm realizing is a selling point is our in-house expertise. These founders are looking for technical co-founders," Bahorich says. "We can both provide that role and be capital partners."

Blair Garrou joins the Houston Innovators Podcast to discuss venture capital investing in 2020. Photo via mercuryfund.com

Houston expert shares how COVID-19 has affected venture capital locally and beyond

HOUSTON INNOVATORS PODCAST EPISODE 64

Locally, Blair Garrou, managing director at Mercury Fund, was among the first in the Houston innovation ecosystem to recognize what COVID-19 could do to the world of venture capital, innovation, and more.

At a panel for Houston Exponential's Tech Rodeo on March 6, Garrou observed that the pandemic had the potential to affect the venture capital market regarding valuations and investing.

"I never expected what happened, I just expected the markets to correct," says Garrou on this week's episode of the Houston Innovators Podcast.

While the pandemic posed challenges for startups and investors alike, Garrou says he sees some silver linings to how COVID-19 affected tech adoption. Non-tech and innovation companies have lost a lot of value, according to the S&P 500 Index, but tech and innovation companies have doubled their values. Some experts say that the pandemic has pushed user adoption by a decade or more.

"Everyone finally understands that digital transformation and automation are here to stay," Garrou says. "Just look at our backyard and what the oil and gas industry has gone through. ... I don't think anyone could have through through all of this, but it's put tech ecosystems on notice because what's happened since the end of April to December is unprecedented in the tech space."

With so much uncertainty, it's safe to say the volume of venture capital investing is down, but over the past several months, VC activity has returned, Garrou says. Now, Garrou says he sees later stage deals — like series C rounds — are down, but early stage investing is up as individual investors want in on tech.

"People are realizing that money is in innovation and tech — especially in software," Garrou says. "I can't tell you how many individual investors who call interested in investing in Mercury as a fund or our companies. People are not getting the return they desire from the markets and they are seeing tech companies do great things."

Garrou shares more about what all he's keeping a close eye on as we enter a new year, plus what's happening at Mercury Fund in the episode. Listen to the full interview below — or wherever you stream your podcasts — and subscribe for weekly episodes.


The Business Angel Minority Association launched at a breakfast event during Houston Tech Rodeo. Photo by Nijalon Dunn

Houston investors create angel network focused on minorities

money on minorities

Maria Maso was frustrated with her investment opportunities in Houston. So, she's doing something about it.

Maso has launched the Business Angel Minority Association, or baMa, to gather established or brand new angel investors to move the needle on investments into minority-founded startups. The organization, which launched at a breakfast event at Amegy Bank's Cannon Tower during the Houston Tech Rodeo week, is now seeking investor members.

A native of Barcelona, Maso moved to Houston around seven years ago and started investing in startups a few years later. She tapped into a local organization, but didn't have a positive experience.

"I joined an organization in town, and I started to see deals. But I never made an investment in those deals. I faced two issues: They weren't inclusive enough and no one was telling me how to invest," Maso says.

She joined other angel groups around the world, wrote a lot of checks, and still was frustrated with what was available in Houston. She reached a breaking point in October and her friend and colleague, Juliana Garaizar, told her, "If you don't like it, change it."

So, baMa was born and has launched with lofty goals. Maso, founder and CEO, and Garaizar, president, want to round up 100 investors by the end of 2020. And they want these investors to write checks.

"We are not a networking organization. We are an investment organization. We are expecting at some point that you are writing a check to a startup," Maso tells the crowd. "If we are doing our job properly and we are showing you the right startups, you should be able to make a check at some point."

The organization's members will see deal flow and regular pitches and programming. At the launch event, three Houston companies — Kanthaka, on-demand personal training app, Security Gate, cybersecurity startup, and Pantheon, wellness program app — pitched to the room.

"This is a great opportunity — this is not impact investing or doing the right thing," Garaizar says. "This is actually going to generate money. Investing in diversity gives a 35 percent more ROI to investors."

BaMa already has plans to grow, Maso says. The organization will have a national presence with multiple chapters across the country.

"We are already discussing with Boston, Miami, and Palo Alto," says Maso. "We don't have an agreement yet, but my plan is by the end of the year open the second chapter."

But starting in Houston was intentional. There's so much untapped potential in Houston — money wise and in terms of startups.

"We are in Houston, the most diverse city in the U.S., and still our investment community doesn't look like our entrepreneurship community," Garaizar says. "The only way we are going to bridge this gap is if our investment community starts looking more like the entrepreneurship community."

For Carolyn Rodz, founder of Houston-based Alice and baMa partner, she's tired of hearing about the lack of minority investors and diversity of investments. This organization is about making a move.

"We've had enough talk with all these issues — how do we actually take the actions to move this forward," Rodz says. "I'm tired of hearing the same story year after year, and every time I hear the statistics, I roll my eyes. We know the story. We've heard it. Let's actually do something to change it."

The Bayou City knows energy. Silicon Valley knows tech. But each can't only invest in what they know. Getty Images

Houston and Silicon Valley experts advise investing outside the box

Diversify or die

There's an adage in investing that you should only invest in what you know. Generally speaking, this is a good rule — if you do not understand a company product or have no experience with its industry, then investing in a specific company could be risky. Yet, there are times when it's necessary to get out of your comfort zone and try something new and adventurous. The challenge is determining how to do that.

We are financial advisors from Houston and San Francisco, and we frequently do just that — encourage our clients to explore investments out of their comfort zones.

In Houston, we understand energy. As of 2017, Texas accounted for 37 percent of the nation's crude oil production and 24 percent of its natural gas production. And as of January 2018, Texan oil refineries accounted for 31 percent of the nation's refining capacity — and that is just oil. In 2017, Texas lead the country in wind-generated electricity and generated a quarter of all wind power in the US. It is safe to say, we feel comfortable talking the language and investing in the energy industry. Whether it is machinery fabrication for upstream, construction of pipes for midstream, or refining downstream, some Texans are comfortable investing in these areas.

In San Francisco, we understand tech, whether it involves social media, silicon, or apps. We have five of the top 10 most prominent tech companies in the world. In 2018, the technology industry accounted for around 62 percent of all office leasing activity in San Francisco. The Bay Area also dominates venture capital investment, accounting for 45 percent of all capital investment in the U.S, in large part because of tech startups in the area.

Naturally, we see that some investors in our hometowns feel comfortable investing extensively in these two industries. Sometimes, these investments take the form of venture capital, other times they are individual stocks.

For Houstonians, allocating all of their investments to the energy industry carries too much risk should the energy industry falter. The same is true for San Francisco with venture capital and technology.

Therefore, we encourage investors to diversify their portfolios by placing funds in multiple vehicles and equities with the knowledge that different industries will react differently to market ups and downs. While there is never a guarantee of the outcome, diversification is one of many factors critical to long-term investment success.

For Houstonians and San Franciscans, there are other industries we understand in which we can invest. For example, Houston boasts the largest medical center in the world with roughly 361,000 people employed in the healthcare industry. While San Francisco employs roughly 277,500 in tourism. If you're looking to diversify your portfolio, look around to see the opportunities in which other people are investing. You may be surprised about what you learn, and ultimately how comfortable you can become investing in industries you may be unfamiliar.

We do not recommend ever investing in a product or industry that you have no understanding of at all. However, if you have excitement about an investment opportunity and feel there is potential for growth to your portfolio, your investment may prove fruitful in the future. Still, please seek out a financial advisor to help.

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Joseph Radzwill is senior vice president and financial adviser with the Wealth Management Division of Morgan Stanley in Houston. Victoria Bailey is a financial adviser with the Wealth Management Division of Morgan Stanley in San Francisco.

Tim Kopra spent over 244 days in space, and now he's using his tech background to invest in emerging energy companies. Courtesy of Tim Kopra

Former NASA astronaut is investing in the future of the oil and gas industry

Featured Innovator

When Tim Kopra returned from space in 2009 after he served as flight engineer on NASA's Expedition 20, he was ready to transition into civilian life. The Army vet went to business school, received his MBA in 2013, and started thinking about his next steps here on earth.

That is, until he was called back by NASA to serve as flight engineer then commander of the ISS in Expedition 46/47. He landed in June of 2016 after spending a career total of 244 days in space.

The timing was right this time around for Kopra. A former classmate of his, Ernst Theodor Sack, had worked at a Riverstone Holdings for a decade and had realized the potential for funding smaller, more niche startups. Sack was ready to branch out on his own, and Kopra was looking for his next career opportunity too.

That's how the two partnered up to create Blue Bear Capital, an investment fund that invests in data-driven technology companies in the energy supply chain.

"You can think of it as Silicon Valley tech, IoT, analytics, machine learning, SaaS business models applied to oil and gas, wind, solar, and energy storage," Kopra says.

The energy industry has been known to be slow to adopt new technology, like analytics, machine learning, and the Internet of Things, Kopra says, but Blue Bear's goal is to find the startups creating cutting edge technology and help them gain a footing in the industry.

"In order to adopt new technology, our view is that it has to be able to demonstrate clear value proposition upfront — not something that promises to improve operations down the line. It needs to happen relatively quickly."

Blue Bear capital closed its fund in the fourth quarter of 2018 with a total of eight investments. Kopra spoke with InnovationMap on how he's merged his space career into a tech investment guru.

InnovationMap: What sort of experience do you bring in to your investment responsibilities from your Army and NASA days?

Tim Kopra: On face value, it may sound like an odd match, taking someone with a tech and operational background and putting them in venture, but quite frankly it feels very familiar to me because my career has really been focused on working on complex technology and operations with very small teams. It's not just a theoretical understanding of the technology, but understanding how to use the technology and how it works.

It's something that over time, when you work with different kinds of aircraft or experiments on the Space Station or the space suits we use on space walks or the robotics system we used, you really develop a strong sense of how we as humans are able to work with technology and improve the functions we have in our jobs. That's a valuable aspect I bring to the table.

There's the operational component too. You can have great technology, but if it's not well matched to its job and implementation, it's not going to have the ability to solve the problems it was intended for. Third component is with small teams. I've worked with teams of two to 10 to 30 to several hundred — you recognize the need for people to work more effectively together.

I was on the last couple of astronaut selection committees. Our most recent one was going through 18,300 and select 12. Our job during the last portion of the selection is interviewing the last 50 or so. Those people competing for those spots are rock solid when it comes to their technical background and operational experience. The one thing we were asking ourselves as the interview committee was, "Who'd you want to go camping with?" It's the matter of the kind of people you can spend time with and be effective with. When we look at companies to invest in, we are looking for good small teams like that.

IM: How has Houston's tech ecosystem changed throughout your career?

TK: When we started in January of 2017, we saw one conference every few months that was involved in innovation and new technology and its application in oil and gas. Whereas now, it's pretty much every month that there's a major event about applying new technology in the industry.

IM: So, how has the city been for you as an investor?

TK: Obviously, Houston is the center for traditional energy and oil and gas. One thing that has been notable over our journey is the increased involvement in corporate venture funds. And, then the number of startups — it's a growing number and there's plenty of room for growth when it comes to energy startups. We've definitely seen an improvement in the types of technology provided and the number of startups emerging.

IM: Do you feel like the relationship you have with corporate VCs is competitive or collaborative?

TK: I think that the environment for venture capital in Houston in particular is very collaborative. When it comes to the corporate VCs, we're aligned because often times they are looking for companies farther along and then secondly, we're happy to co-invest with corporate teams. There are plenty of deals to go around, and we think working together we can definitely succeed.

IM: What types of companies are you looking for?

TK: We consider companies that are early revenue companies. We focus on data-driven technology companies, but they need to have recurring commercial revenue, so not just pilots.

IM: What's next for Blue Bear?

TK: We recently closed the fund, and what that means is we need to deploy the capital. We've invested in eight companies and had one exit, which we are excited about.

What we try to do is find the absolute best in class within a sector in which we invest.

IM: What keeps you up at night, as it pertains to your business?

TK: It's a very dynamic world. We have to keep track of macro trends and understand where the market is going. That has everything to do from the price of oil to government incentives to what large companies are investing in. I wouldn't say that it keeps us awake at night, but there's so many facets of the business that can impact what we do — positively and negatively. But we are constantly keeping track of what's going on in the world and what's going on in our sector.

The one thing we are most focused on right now is maintaining deal flow that we've been able to achieve. Going through the thousand or so companies we have over the past couple of years has been an extremely arduous task, but it's necessary for us to be able to understand the market.

We need to be as diligent as we have been over the past couple years. It's a really exciting space to work in, and we just need to maintain that level of excitement.

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Portions of this interview have been edited.

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Houston lab explores how AI bots can help the elderly

AI for aging

The University of Houston’s Empathetic Lifespan AI & Robotics for Aging (ELARA) Lab is currently conducting research into how AI bots may be able to help the elderly live more social and independent lives through several ongoing initiatives.

The lab officially launched last month as part of the Gerald D. Hines College of Architecture & Design under the leadership of Assistant Professor Chorong Park. Part of the lab’s mission is tackling ongoing problems with aging, such as dealing with disabilities and social isolation. Researchers’ current work is focused on designing a new AI companion bot specifically tailored to the needs of older people.

“We need to take all the needs of older adults seriously,” Park said in a news release. “They won't use the robot if they don't feel at ease or if they feel they are being constantly watched.”

The field testing of new AI bots in this population hopes to overcome several traditional obstacles in technology use among the elderly. A study by Park shows that many older people have a fear of overt surveillance when using advanced AI. There is also ageism to consider. Most new technologies are designed with younger and employed buyers in mind, not retirees who may need help remembering daily tasks or accessing important information.

“The more older adults are excluded from technology development, the worse those technology gaps will become,” Park said. “AI and the majority of technologies are created for younger people, so my research method integrates older adults directly into the design process.”

ELARA recently collaborated with the Mamie George Community Center in Richmond, Texas, to track seniors’ response to desktop AI bots like Emo and Cupboo. Researchers also had participants use air-dry modeling clay to create their ideal robotic companion.

While the eventual AI bot may be able to help the elderly feel less isolated and more supported, there are concerns to consider. A study published in the Asian Journal of Psychology charted the development of delusional thinking in a 72-year-old woman who became convinced the empathic-response bot was in love with her. The rise of “AI psychosis” has the potential to exacerbate mental health problems, particularly in socially isolated people, which a quarter of Americans over the age of 65 are.

ELARA’s research is focused on creating “pet-like” AI models with enhanced trust cues. If it can overcome the dangers of socially isolated people relying on AI for companionship, it could be a big step forward for independent aging.

SpaceX IPO set to be biggest ever and could make Elon Musk a trillionaire

IPO News

SpaceX says it plans to raise up to $75 billion when it goes public this month, setting the stage for the largest-ever stock market debut and putting Elon Musk on course to becoming the world's first trillionaire.

The company, formally known as Space Exploration Technologies Corp., said Wednesday it will sell 555.6 million shares at $135 a piece in an initial public offering. The estimated proceeds would easily top the $26 billion raised by oil giant Saudi Aramco in 2019. The offering would also give SpaceX a market value of $1.77 trillion. Only six companies in the S&P 500 are currently worth more, with Nvidia tops at $5.2 trillion.

Besides the size of the offering and the expected proceeds, SpaceX's amended prospectus updates details about how much control of the company Musk will have. As SpaceX's CEO, chief technical officer and chairman, Musk's voting power will come primarily through his ownership of 5.22 billion Class B shares, which give the holder 10 votes for every share held. According to the filing, Musk would have 82.4% of the voting power in the company.

Forbes currently values Musk's net worth at $826 billion and his stake in SpaceX at $542 billion. The estimated value of his SpaceX holdings was based on an overall value for the company of $1.25 trillion. Based on those numbers, a $1.77 trillion valuation for SpaceX would boost Musk's net worth by $223 billion, making him a trillionaire. However, much of Musk's worth is in stock that he has yet to cash in.

Even as it makes a bid for a blockbuster market debut, SpaceX is currently losing billions of dollars a year. The filing shows that the company lost $2.6 billion from operations last year on $18.7 billion in revenue, and the losses kept piling up at the start of this year, too.

Fantastical plans

Time will tell how SpaceX fares on the market. Musk's plans for the company are as fantastical as the money he hopes raise in the sale.

Colorful, even frightening in parts, the IPO document strikes a contrast with the typically dry, technical prose in IPO documents, detailing plans to use proceeds from the sale to help put men on the moon again and perhaps even Mars. In one section, it talks of a need to build "a permanent human colony" on the red planet with "at least one million inhabitants" as existential threats loom that could consign man to "the same fate as the dinosaurs."

Musk has almost equally ambitious plans for his other publicly traded company, Tesla. His goal is to transform the maker of electric vehicles into a producer of robotaxis and humanoid robots. Dan Ives of Wedbush Securities wrote in a research note that he expects Tesla and SpaceX to merge next year.

AI plays a key role

Key to the success of both companies — and any merged entity — is artificial intelligence. In its IPO filing, SpaceX says it sees potential revenue from AI of up to $26.5 trillion. But that depends on another lofty Musk ambition — putting data centers in space, which is not technologically possible at the moment.

Transforming his space company into a primarily AI-focused company will be a challenge for Musk, who started xAI in 2023 with 11 other co-founders who have all since left. Some were recruited away by rivals.

Its main AI product, the chatbot Grok, is "less impressive than anything that we see from any other major player in the space, whether that's OpenAI, or Anthropic, or (Google's) Gemini," said IDC analyst Arnal Dayaratna.

Dayaratna said that doesn't mean SpaceX doesn't have potential as a major AI player, thanks in part to its computing partnership with Anthropic and Musk's recent deal that gave SpaceX the rights to buy AI coding tool Cursor for $60 billion later this year. Folding in Cursor's capabilities would give SpaceX access to the coveted business customers now using Anthropic's Claude or OpenAI's ChatGPT.

SpaceX plans to use the net proceeds from the IPO to fund the expansion of infrastructure for its AI and rocket businesses, and to beef up the constellation of satellites that power Starlink Mobile, among other investments.

The company plans to list on the Nasdaq under the symbol "SPCX" and could begin trading as soon as the end of next week.

And SpaceX isn't the only colossal market debut investors are now bracing for. Earlier this week, Anthropic submitted a confidential filing with the U.S. Securities and Exchange Commission to officially start its own IPO clock.

OpenAI has not yet reported filing the initial SEC paperwork, but an IPO from the ChatGPT maker is widely expected.

"This listing represents the first major test for public markets after years of muted IPO activity with SpaceX paving the way for AI giants Anthropic and OpenAI to follow soon after," Ives wrote.

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Associated Press Technology Writer Matt O'Brien contributed.

New UH survey reveals concerns over AI data center growth in Houston

data findings

A new report out of the University of Houston shows that area residents remain wary of the long-term effects of operating data centers.

The recent survey from the University of Houston’s latest SPACE City Panel, conducted by the Center for Public Policy at the Hobby School of Public Affairs, shows that while 85 percent of Houston-area residents use AI, nearly 63 percent oppose the construction of AI data centers within 1 mile of their homes.

Respondents’ concerns centered around data centers’ high energy demand and the area’s power grid reliability. According to the survey, 32 percent of residents who oppose local data center projects would be more likely to support the centers if they relied on renewable energy over fossil fuels.

“Respondents understand that AI can bring economic and educational benefits, but they are also concerned about the physical infrastructure needed to fuel AI, especially data centers,” Soran Mohtadi, post-doctoral fellow at the Hobby School and a researcher on the report, said in a news release. “This physical infrastructure demands more electricity and water, leading to environmental impacts.”

Experts estimate that 6.5 gigawatts of data center capacity will be added to the Texas grid by 2030. And Houston’s data center capacity is predicted to more than double by 2028.

The Electric Reliability Council of Texas also projects electricity demand could reach 218 gigawatts by 2031, which would be more than double the record peak set in August 2023. Data centers are expected to account for 86 gigawatts of that new demand.

Survey respondents also said they are concerned about the state's future water supply, given the large amounts of water that data centers need to stay cool.

In terms of who’s responsible for that issue, 57.6 percent of respondents said they put the onus on Texas lawmakers, while 31.5 percent say tech companies should be responsible.

Additionally, more than 75 percent of respondents believed that data center developers and technology companies—not residents—should bear the cost of infrastructure upgrades to support data centers.

“Every decision legislators make has implications on residents’ everyday lives and local infrastructure now and in the future,” Maria P. Perez Arguelles, lead researcher on the report and research assistant professor at the Hobby School, added in the news release. “This issue is going to become more important in years to come, so this is just the beginning.”

Read the full report here.