Houston superconductor tech manufacturer raises $25M

fresh funding

A Houston company has raised funding. Photo via Getty Images

A Houston company has closed its series B extension at $25 million.

MetOx International, which develops and manufactures high-temperature superconducting (HTS) wire, announced it closed a $25 million series B extension. Centaurus Capital, an energy-focused family office, and New System Ventures, a climate and energy transition-focused venture firm, led the round with participation from other investors.

"MetOx has developed a robust and highly scalable operation, and we are thrilled to partner with the Company as it enters this pivotal growth stage," says John Arnold, founder of Centaurus, in a news release. "The market for HTS is expanding at an unprecedented pace, with demand for HTS far outweighing supply. MetOx is poised to be the leading U.S. HTS producer, closing the supply gap and bringing dramatic capacity to high power innovations and applications. Their progress and potential are unmatched in the field, and we are proud to support their growth."

The fresh funding will go toward advancing the company's Xeus HTS wire technology for key energy transition applications by expanding MetOx's U.S.-based manufacturing capabilities to meet demand.

"This funding marks a pivotal step in our mission to revolutionize the energy and technology sectors with our advanced power delivery technology and accelerate delivery for our customers and partners. HTS is critical to enhancing the efficiency of our electric grid and enabling technological developments that, in many cases, would not be viable or even possible without superconductor technology," adds Bud Vos, CEO of MetOx. "Support from investors such as Centaurus and NSV not only provides the financial resources and strategic support required for accelerated scaleup, but also validates the broad reach of our technology across energy, data center, medical, and defense industries."

HTS wire technology is critical for the energy transition, especially amid rising data center growth, and for next generation wind turbines and interconnections.

MetOx's technology originated out of the University of Houston and was founded in 1998 by Alex Ignatiev, UH professor emeritus of physics and a fellow of the National Academy of Inventors. Last year, the company secured $3 million in funding from the U.S. Department of Energy to support the advancement of its proprietary manufacturing technology for its HTS wire.

"MetOx's HTS technology aligns with our systems-level research and offers a unique opportunity to dramatically accelerate the energy transition," says Ian Samuels, founder and managing partner at NSV. "MetOx's Xeus wire stands to be a force multiplier in clean energy generation and high-power transmission and distribution, enabling load growth and the deployment of power-dense data centers. NSV is excited to support MetOx as it scales domestic manufacturing capacity."

The fresh funding will go toward advancing the company's Xeus HTS wire technology. Photo via metoxtech.com

U.S. Congressman Jake Ellzey made the announcement in Dallas last week. Photo courtesy of Google

Google to invest $1B in data center tech, clean energy in Texas

coming in hot

Google is making a big investment in Texas to the tune of $1 billion.

According to a news release from the company, the tech giant will spend more than $1 billion to support its cloud and data center infrastructure and expand its commitment to clean energy.

The $1 billion will be spent on data center campuses in Midlothian and Red Oak to help meet growing demand for Google Cloud, AI innovations, and other digital products and services such as Search, Maps, and Workspace.

In addition to its data center investment, Google has also forged long-term power purchase agreements with Houston-based Engie, as well as Madrid-based entities Elawan, Grupo Cobra, and X-ELIO for solar energy based in Texas. Together, these new agreements are expected to provide 375 MW of carbon-free energy capacity, which will help support Google’s operations in Texas.

These agreements were facilitated through LEAP (LevelTen Energy’s Accelerated Process), which was co-developed by Google and LevelTen Energy to make sourcing and executing clean energy PPAs more efficient, and contributes to the company’s ambitious 2030 goal to run on 24/7 carbon-free energy on every grid where it operates.

The company has contracted with energy partners to bring more than 2,800 megawatts (MW) of new wind and solar projects to the state. Google’s CFE percentage in the ERCOT grid region, which powers its Texas data centers, nearly doubled from 41 percent in 2022 to 79 percent in 2023.

The initiatives were announced at a conference in Midlothian on August 15, attended by business leaders and politicians including U.S. Congressman Jake Ellzey, c, Ted Cruz, and Citi CIO Shadman Zafar.

The Dallas cloud region is part of Google Cloud's global network of 40 regions that delivers services to large enterprises, startups, and public sector organizations.

In a statement, Piazza said that "expanding our cloud and data center infrastructure in Midlothian and Red Oak reflects our confidence in the state's ability to lead in the digital economy."

Data centers are the engines behind the growing digital economy. Google has helped train more than 1 million residents in digital skills through partnerships with 590 local organizations, including public libraries, chambers of commerce, and community colleges.

In addition to its cloud region and Midlothian data center, Google has offices in Austin, Dallas, and Houston. The new Google’s total investment in Texas to more than $2.7 billion.

———

This article originally ran on CultureMap.

Venture Houston is back next month. Here's what you need to know about this year's changes. Photo via LinkedIn

Houston VC conference returns to prioritize decarbonization, curated connections

can't miss event

In two weeks, hundreds of investors, corporate partners, and startups will convene to tackle topics of decarbonization, innovation, and investment. The annual event is also prioritizing something this year — connections.

In its third year, Venture Houston — taking place on Rice University's campus on September 7 — has a theme of "decarbonization in a digital world," but that's not the only thing different this year. The one-day conference has added on a unique event on September 6 to help engage around 50 investors with over 100 Houston startups.

The new activation is called Capital Connect, and HX Venture Fund will matchmake investors and startups for one-on-one meetings meant to spur collisions and collaboration.

"It's not a pitch competition — it doesn't have the stress of that," Sandy Guitar, general partner of HX Venture Fund, tells InnovationMap. "It's really just a way of connecting with a longer term horizon. We didn't want to limit it just to those who are currently raising, but actually include people who maybe just raised six months ago or are not going to raise for 12 more months, but might still want to be in the room."

The official day of the conference will also feature networking opportunities, including a breakfast hosted by DivInc, as well as networking breaks throughout the day.

"Based on feedback we received last year, networking was one of the things that was most celebrated about Venture Houston 2022," Guitar says. "All that space and time — the opportunity to allow people just to connect with one another. So, we're making sure that's a key part of this year as well."

Last year's keynote panel featured Gwyneth Paltrow, who shared her own founder's journey on the Venture Houston stage. This year's keynote address will be with Carmichael Roberts, investment committee co-lead of Breakthrough Energy Ventures, which was founded by Bill Gates to support climate change innovation.

While the topic of decarbonization might sound narrow, Guitar emphasizes that this event will not just be for the energy industry. Business everywhere — but especially in Houston — has an increased calling to decarbonization.

"I do think it's important to see the decarbonization not as a hard tech event, but as everything that touches carbon, which is basically everything in our planet in just the coal previously," she says. "Everything we make and use touches the climate."

Guitar adds that HXVF expects a crowd of around 1,000 people to attend the event this year, which would make it one of the largest VC-focused events ever to be held in the region. InnovationMap and EnergyCapital are media partners for the event.

BiVACOR has received fresh funding from its investors to further develop its artificial heart. Photo courtesy of BiVACOR

Houston med device startup raises $18M, prepares to hire

money moves

A Houston medical device company that is developing an artificial heart announced it has received investment funding to the tune of $18 million.

BiVACOR's investment round was led by Boston-based Cormorant Asset Management and Australia's OneVentures's Healthcare Fund III. According to the company, the funding will be deployed to continue research and development, hiring executives, and support the path to first in human trials.

“We are extremely grateful for the ongoing support from our core investors," says Thomas Vassiliades, who was named CEO of BiVACOR last year, in a news release. "This additional commitment further validates our technology and the need for improved options to treat end-stage biventricular heart failure.

“With this financing, we will be able to double the size of our organization and add key positions from the C-suite to research and development. We are well positioned to advance our preclinical activities and aim to conduct our First in Human early feasibility study planned for the end of the year,” he continues.

Billed as the first long-term treatment for patients with severe biventricular heart failure, the BiVACOR Total Artificial Heart is an implantable artificial heart that utilizes rotary blood pump technology. This technology includes magnetic levitation and is a "durable, reliable, and biocompatible heart replacement," per the company's release. It's about the size of a fist and can be used in a wide range of patients including some children and women and up to adult males.

“Under the leadership of its expert management team, the company has developed a credible strategy for growth as they march toward first in human studies,” says Jeannie Joughin, board chair and principal at One Ventures, in the release. “There is a huge gap in care for patients waiting for a heart transplant, and we are confident that BiVACOR will continue to execute its strategy to swiftly get the Total Artificial Heart into the patients who need it most.”

The company raised its $22 million series B round in early 2021, which was also led by Cormorant Asset Management and OneVentures. To date, BiVACOR has raised $60 million.

“BiVACOR continues to execute on its strategy, and there was no question that we would jump in to lead this funding,” says Bihua Chen, CEO and founder of Cormorant Asset Management. “We are impressed by BiVACOR’s world-class team and continued dedication to push the technology in the clinic. We’re excited to support their growth and vision to transform the treatment of biventricular heart failure with the world’s first fully MAGLEV total artificial heart.”

Founded in 2008, BiVACOR maintains offices in Cerritos, California, and Brisbane, Australia. The company is affiliated with Houston's Texas Heart Institute, where the world's first artificial heart was implanted. BiVACOR's headquarters is at the Texas Medical Center complex.

Here are 11 Houston startups that together have raised over $140 million in venture capital investment so far this year. Photo via Getty Images

These 11 Houston startups closed funding rounds so far this year

following the money

Venture capital investment is moving and grooving in Houston this year so far, which really is a continuation of the leap in VC investment from 2021.

According to a recent report from Houston Exponential, Houston’s average early-stage deal size of $18 million represents a 68 percent growth rate since 2019. Compared with the national growth rate of 23 percent, “this demonstrates the broader expansion and maturities within the Houston ecosystem,” the analysis says.

Last year, local startups collected $2.02 billion in VC funding, according to PitchBook data. That’s up 175 percent from the $734.2 million raised in 2020.

“That VC-backed companies were able to generate such enormous value in 2021 during a time characterized by great uncertainty and extraordinary circumstances highlights the continued importance of VC-backed companies to the resilience of Houston’s economy,” says Serafina Lalany, executive director of Houston Exponential.

In continuance with last year, 2022 has started with a flurry of VC activity. In case you missed some of these first quarter deals, InnovationMap has rounded up all its coverage of funding rounds closed between January and March based on previous reporting. Scroll through to see which Houston startups are catching the eyes — and cashing the checks — of investors.

P97 Networks has raised $40M of venture debt financing

P97 Networks, a Houston-based mobile payments company, has fresh funds to scale its operations. Photo via Getty Images

A Houston company that has created a mobile commerce platform for the convenience retail, fuels marketing, and automotive industries has fresh funding to support its growth.

P97 Networks has raised $40 million of venture debt financing from an affiliate of Peak Rock Capital, a leading middle-market private investment firm, according to a news release from the company.

“We will use this new capital to fund P97’s high growth initiatives, which include accelerating user adoption across our Consumer Engagement platform, Energy Transition programs for our clients, and our Mobility Services platform,” said Donald Frieden, president and CEO of P97, in the release. Click here to continue reading.

Zeta Energy close $23M series A

Houston-based Zeta Energy has raised fresh funding to grow its Houston operations and further commercialize the company's innovative batteries for electric vehicles and energy storage. Photo via Getty Images

Houston-based Zeta Energy announced this month that it has closed a $23 million series A round led by New York VC firm Moore Strategic Ventures.

The funding will be used to expand Zeta's lab facility in the Houston area and further commercialize the company's innovative batteries for electric vehicles and energy storage.

"We are delighted to have Moore Strategic Ventures join Zeta Energy. Moore's focus on transportation, advanced materials, energy, and clean tech aligns perfectly with Zeta's strategic objectives," Charles Maslin, founder and CEO of Zeta Energy, said in a statement. "We are so excited to work together to help the world transition to clean energy and build a more sustainable future." Click here to continue reading.

DECISIO raises $18.5M, appoints new leadership

DECISIO has fresh funding and a new board member. Photo via decisiohealth.com

A Houston-based digital health startup has officially closed its latest funding round and has a new member to its leadership to support the company's next phase.

DECISIO has appointed Major General Elder Granger to the company's board of directors. Dr. Granger is currently president and CEO of The 5Ps LLC, a healthcare, education, and leadership consulting organization.

"Dr. Granger joining our board provides enormous value and validation for our company moving forward," says Dr. John Holcomb, co-CEO and co-founder of DECISIO, says in a news release. "His expertise and leadership in the healthcare industry is a welcome addition to our esteemed group of Board of Directors." Click here to continue reading.

Vivante Health raises $16M series A round

Vivante Health closed a fresh round of funding. Photo via Getty Images

A Houston-based digital health startup that's targeting solutions for digestive diseases has closed its latest round of funding.

Vivante Health closed a $16 million series A funding round led by Chicago-based 7wireVentures with contribution from new investors, including Human Capital, Intermountain Ventures, SemperVirens, Elements Health Ventures, and Leaps by Bayer. Additionally, the round saw participation from returning investors FCA Venture Partners, NFP Ventures, Lifeforce Capital, and Big Pi Ventures.

The fresh funding will support commercial scaling and growth of the company, which is based in Houston's JLABS @ TMC space.

"The Series A financing round represents another pivotal milestone in our mission to improve our member's digestive health and provide outcomes at scale for our enterprise partners," says Bill Snyder, Vivante Health CEO, in a news release. "We are thrilled to partner with premier investors in this latest round of funding that will enable us to continue our rapid growth trajectory and further establish ourselves as the leader in digestive health." Click here to continue reading.

SiteAware closes $15M in funding round

Houston-based SiteAware has raised $15 million in its latest round of funding. Photo courtesy of SiteAware

A Houston startup that provides artificial intelligence-enabled verification software to the construction industry has closed its series B round.

SiteAware raised $15 million in the round, which was led by Singapore-based Vertex Ventures Israel. Existing investors Robert Bosch Venture Capital GmbH, Axon Ventures, Oryzn Capital, The Flying Object, and lool Ventures also contributed to the round.

The company's digital construction verification, or DCV, platform uses AI and digital twin technology to provide real-time verification of construction fieldwork. According to a press release from SiteAware, the construction industry represents a $1.3 trillion market share of the United States economy. Click here to continue reading.

Codenotary raises $12.5M series B

Codenotary's software enables tools for notarization and verification of the software development life cycle. Photo via Getty Images

Houston-based Codenotary, whose technology helps secure software supply chains, has raised $12.5 million in a series B round. Investors in the round include Swiss venture capital firm Bluwat and French venture capital firm Elaia.

The $12.5 million round follows a series A round that was announced in 2020, with total funding now at $18 million.

Codenotary, formerly known as vChain, says the fresh round of money will be used to accelerate product development, and expand marketing and sales worldwide. Today, the startup has 100-plus customers, including some of the world’s largest banks. Click here to continue reading.

Rugged Robotics raises $9.4M series A

The tech solution provides construction customers with an automated layout-as-a-service tool. Image via rugged-robotics.com

A Houston robotics startup working in the commercial construction field has closed its latest round of funding.

Rugged Robotics Inc. announced last week that it's raised $9.4 million in its series A round led by BOLD Capital Partners and Brick & Mortar Ventures. Riot Ventures, Morpheus, and Embark — all investors in the company's 2019 seed round — also contributed, as did Consigli Construction Company and Suffolk Technologies. To date, Rugged Robotics has raised $12 million.

“We are thrilled to be part of the Rugged team,” says Maxx Bricklin, partner at BOLD Capital, in a news release. “We looked at a number of companies in the space and became convinced that the Rugged team, technology and partner ecosystem would allow Rugged to dominate and capitalize on this significant and disruptive market opportunity.” Click here to continue reading.

Koda Health raises $3.5 million in seed funding to expand nationally

Tatiana Fofanova, co-founder and CEO of Koda, closed recent funding for the digital health startup. Image via LinkedIn

Houston-based Koda Health announced this month that it raised $3.5 million in its latest seed round.

The round was led by Austin-based Ecliptic Capital, which focuses on emergent and early-stage investments. Sigmas Capital, Headwater Ventures, CRCM, and a number of angel investors also participated in the round.

The funding will be used to help the digital advanced care planning company double the size of its team in the next six months.

"Koda Health helps vulnerable people navigate and communicate difficult decisions about their health care journey. So, when hiring, we look for empathetic people who are phenomenal communicators," Tatiana Fofanova, Koda co-founder and CEO, says in a statement. Click here to continue reading.

INOVUES raises $2.75M to make buildings more energy efficient

Window-retrofitting climatetech company has raised its first round of funding. Photo via inovues.com

A Houston startup that retrofits windows with smart glass innovations to reduce energy use has raised its first round of funding.

INOVUES closed its seed round at $2.75 million last month. The oversubscribed round was led by Dallas-based Paulos Holdings with participation from new and existing investors, including Houston-based VC Fuel, Saint-Gobain NOVA, Fund4SE, Momentum Glass, Lateral Capital, E8 Angels, and the Central Texas Angel Network.

"Our mission is to help cities achieve their energy efficiency and emissions-reduction targets by increasing the rate of window upgrades in existing buildings," says INOVUES founder and CEO, Anas Al Kassas, in a news release. "To achieve that, we have developed a low-carbon, high-ROI retrofit solution that makes upgrading building windows a financially attractive energy conservation measure instead of a massive capital upgrade associated with business disruptions and prohibitive payback periods." Click here to continue reading.

Roboze closed a multimillion-dollar round of funding

Roboze has closed its latest round of funding. Photo courtesy of Roboze

Roboze — an Italian high-performance 3D printing company with its U.S. headquarters in Houston — closed a multimillion-dollar round of funding this month with investments from an international group of leaders from diverse backgrounds.

Investors include Nova Capital, Lagfin, Andrea Guerra, Luigi De Vecchi, Roberto Ferraresi, Luca Giacometti, Denis Faccioli and others, according to a statement.

“We are honored to have a group of investors of this caliber, who strongly believe in the vision of Roboze and in the change of production paradigm that our technology is enabling by replacing metals and producing parts without wasting raw materials," Alessio Lorusso, founder and CEO of Roboze, said in a statement. Click here to continue reading.

Tekmetric closes recent fundraising round

A Houston software company has raised an undisclosed amount of funding. Photo via tekmetric.com

Tekmetric, a cloud-based shop management system for automotive repair shops, announced the close of its growth investment from California-based Susquehanna Growth Equity. The details of the round were not disclosed, but, according to a news release, the fresh funds will go toward growing Tekmetric's engineering and technical teams and expansion across the United States.

Launched three years ago by Prasanth Chilukuri and Sunil Patel, co-founders and co-CEOs, Tekmetric's SaaS solution provides shop owners with digital inspections, integrated payments, and more of their business needs. Click here to continue reading.

Octopus Energy's valuation is now at $5 billion. Image via octopus.energy

Energy company with US HQ in Houston secures $300M in investment

money moves

Renewable energy retailer Octopus Energy Group, whose U.S. headquarters is in Houston, has landed a $300 million investment from the Canada Pension Plan Investment Board that will further propel the company’s global expansion.

The deal with the Canada Pension Plan Investment Board (CPP Investments), one of the world’s largest pension funds, follows a recent $600 million funding round from Al Gore’s Generation Investment Management and boosts Octopus Energy Group’s estimated valuation to $5 billion.

CPP Investments now owns a 6 percent stake in Octopus Energy Group. Generation Investment Management controls a 13 percent stake.

The infusion of cash will enable Octopus to grow its Kraken technology platform and to activate 30 more wind turbines, among other activities. Octopus aims to have 100 million energy accounts on Kraken, the company’s proprietary smart grid technology platform for customer service, by 2027. Today, the Kraken platform has about 17 million accounts.

The CPP Investments deal caps a busy 2021 for London-based Octopus. Earlier this year, for instance, the company established its U.S. headquarters in Houston.

“This investment delivers a huge boost to our mission of expanding access to renewable energy and delivering exceptional customer service across all markets, ” Michael Lee, CEO of Octopus Energy U.S., says in a news release. “Octopus Energy has turned energy on its head — thrown away the call centers, confusing bills, and tired systems — to create a better customer experience for everyone that takes into consideration how consumers interact with their energy and smart home devices, while making the experience more enjoyable, visually appealing and understandable.”

Octopus’ renewable energy investment arm, Octopus Energy Generation, is one of Europe’s largest renewable energy investors and manages assets exceeding $4.5 billion.

“Octopus has pioneered the technology that allows citizens to benefit from cheaper energy as it gets greener,” says Greg Jackson, founder and CEO of Octopus Energy Group.

Octopus serves more than 3 million customers in the United Kingdom, and also supplies energy in the U.S., Germany, Spain, Italy, New Zealand, and Japan. Octopus is on track to supply enough wind and solar energy to power 2 million more homes by 2025.

Ad Placement 300x100
Ad Placement 300x600

CultureMap Emails are Awesome

Property Showcase

New Rice Brain Institute partners with TMC to award inaugural grants

brain trust

The recently founded Rice Brain Institute has named the first four projects to receive research awards through the Rice and TMC Neuro Collaboration Seed Grant Program.

The new grant program brings together Rice faculty with clinicians and scientists at The University of Texas Medical Branch, Baylor College of Medicine, UTHealth Houston and The University of Texas MD Anderson Cancer Center. The program will support pilot projects that address neurological disease, mental health and brain injury.

The first round of awards was selected from a competitive pool of 40 proposals, and will support projects that reflect Rice Brain Institute’s research agenda.

“These awards are meant to help teams test bold ideas and build the collaborations needed to sustain long-term research programs in brain health,” Behnaam Aazhang, Rice Brain Institute director and co-director of the Rice Neuroengineering Initiative, said in a news release.

The seed funding has been awarded to the following principal investigators:

  • Kevin McHugh, associate professor of bioengineering and chemistry at Rice, and Peter Kan, professor and chair of neurosurgery at the UTMB. McHugh and Kan are developing an injectable material designed to seal off fragile, abnormal blood vessels that can cause life-threatening bleeding in the brain.
  • Jerzy Szablowski, assistant professor of bioengineering at Rice, and Jochen Meyer, assistant professor of neurology at Baylor. Szablowski and Meyer are leading a nonsurgical, ultrasound approach to deliver gene-based therapies to deep brain regions involved in seizures to control epilepsy without implanted electrodes or invasive procedures.
  • Juliane Sempionatto, assistant professor of electrical and computer engineering at Rice, and Aaron Gusdon, associate professor of neurosurgery at UTHealth Houston. Sempionatto and Gusdon are leading efforts to create a blood test that can identify patients at high risk for delayed brain injury following aneurysm-related hemorrhage, which could lead to earlier intervention and improved outcomes.
  • Christina Tringides, assistant professor of materials science and nanoengineering at Rice, and Sujit Prabhu, professor of neurosurgery at MD Anderson, who are working to reduce the risk of long-term speech and language impairment during brain tumor removal by combining advanced brain recordings, imaging and noninvasive stimulation.

The grants were facilitated by Rice’s Educational and Research Initiatives for Collaborative Health (ENRICH) Office. Rice says that the unique split-funding model of these grants could help structure future collaborations between the university and the TMC.

The Rice Brain Institute launched this fall and aims to use engineering, natural sciences and social sciences to research the brain and reduce the burden of neurodegenerative, neurodevelopmental and mental health disorders. Last month, the university's Shepherd School of Music also launched the Music, Mind and Body Lab, an interdisciplinary hub that brings artists and scientists together to study the "intersection of the arts, neuroscience and the medical humanities." Read more here.

Your data center is either closer than you think or much farther away

houston voices

A new study shows why some facilities cluster in cities for speed and access, while others move to rural regions in search of scale and lower costs. Based on research by Tommy Pan Fang (Rice Business) and Shane Greenstein (Harvard).

Key findings:

  • Third-party colocation centers are physical facilities in close proximity to firms that use them, while cloud providers operate large data centers from a distance and sell access to virtualized computing resources as on‑demand services over the internet.
  • Hospitals and financial firms often require urban third-party centers for low latency and regulatory compliance, while batch processing and many AI workloads can operate more efficiently from lower-cost cloud hubs.
  • For policymakers trying to attract data centers, access to reliable power, water and high-capacity internet matter more than tax incentives.

Recent outages and the surge in AI-driven computing have made data center siting decisions more consequential than ever, especially as energy and water constraints tighten. Communities invest public dollars on the promise of jobs and growth, while firms weigh long-term commitments to land, power and connectivity.

Against that backdrop, a critical question comes into focus: Where do data centers get built — and what actually drives those decisions?

A new study by Tommy Pan Fang (Rice Business) and Shane Greenstein (Harvard Business School) provides the first large-scale statistical analysis of data center location strategies across the United States. It offers policymakers and firms a clearer starting point for understanding how different types of data centers respond to economic and strategic incentives.

Forthcoming in the journal Strategy Science, the study examines two major types of infrastructure: third-party colocation centers that lease server space to multiple firms, and hyperscale cloud centers owned by providers like Amazon, Google and Microsoft.

Two Models, Two Location Strategies

The study draws on pre-pandemic data from 2018 and 2019, a period of relative geographic stability in supply and demand. This window gives researchers a clean baseline before remote work, AI demand and new infrastructure pressures began reshaping internet traffic patterns.

The findings show that data centers follow a bifurcated geography. Third-party centers cluster in dense urban markets, where buyers prioritize proximity to customers despite higher land and operating costs. Cloud providers, by contrast, concentrate massive sites in a small number of lower-density regions, where electricity, land and construction are cheaper and economies of scale are easier to achieve.

Third-party data centers, in other words, follow demand. They locate in urban markets where firms in finance, healthcare and IT value low latency, secure storage, and compliance with regulatory standards.

Using county-level data, the researchers modeled how population density, industry mix and operating costs predict where new centers enter. Every U.S. metro with more than 700,000 residents had at least one third-party provider, while many mid-sized cities had none.

ImageThis pattern challenges common assumptions. Third-party facilities are more distributed across urban America than prevailing narratives suggest.

Customer proximity matters because some sectors cannot absorb delay. In critical operations, even slight pauses can have real consequences. For hospital systems, lag can affect performance and risk exposure. And in high-frequency trading, milliseconds can determine whether value is captured or lost in a transaction.

“For industries where speed is everything, being too far from the physical infrastructure can meaningfully affect performance and risk,” Pan Fang says. “Proximity isn’t optional for sectors that can’t absorb delay.”

The Economics of Distance

For cloud providers, the picture looks very different. Their decisions follow a logic shaped primarily by cost and scale. Because cloud services can be delivered from afar, firms tend to build enormous sites in low-density regions where power is cheap and land is abundant.

These facilities can draw hundreds of megawatts of electricity and operate with far fewer employees than urban centers. “The cloud can serve almost anywhere,” Pan Fang says, “so location is a question of cost before geography.”

The study finds that cloud infrastructure clusters around network backbones and energy economics, not talent pools. Well-known hubs like Ashburn, Virginia — often called “Data Center Alley” — reflect this logic, having benefited from early network infrastructure that made them natural convergence points for digital traffic.

Local governments often try to lure data centers with tax incentives, betting they will create high-tech jobs. But the study suggests other factors matter more to cloud providers, including construction costs, network connectivity and access to reliable, affordable electricity.

When cloud centers need a local presence, distance can sometimes become a constraint. Providers often address this by working alongside third-party operators. “Third-party centers can complement cloud firms when they need a foothold closer to customers,” Pan Fang says.

That hybrid pattern — massive regional hubs complementing strategic colocation — may define the next phase of data center growth.

Looking ahead, shifts in remote work, climate resilience, energy prices and AI-driven computing may reshape where new facilities go. Some workloads may move closer to users, while others may consolidate into large rural hubs. Emerging data-sovereignty rules could also redirect investment beyond the United States.

“The cloud feels weightless,” Pan Fang says, “but it rests on real choices about land, power and proximity.”

---

This article originally appeared on Rice Business Wisdom. Written by Scott Pett.

Pan Fang and Greenstein (2025). “Where the Cloud Rests: The Economic Geography of Data Centers,” forthcoming in Strategy Science.

Houston climbs to top 10 spot on North American tech hubs index

tech report

Houston already is the Energy Capital of the World, and now it’s gaining ground as a tech hub.

On Site Selection magazine’s 2026 North American Tech Hub Index, Houston jumped to No. 10 from No. 16 last year. The index relies on data from Site Selection as well as data from CBRE, CompTIA and TeleGeography to rank the continent’s tech hotspots. The index incorporates factors such as internet connectivity, tech talent and facility projects for tech companies.

In 2023, the Greater Houston Partnership noted the region had “begun to receive its due as a prominent emerging tech hub, joining the likes of San Francisco and Austin as a major player in the sector, and as a center of activity for the next generation of innovators and entrepreneurs.”

The Houston-area tech sector employs more than 230,000 people, according to the partnership, and generates an economic impact of $21.2 billion.

Elsewhere in Texas, two other metros fared well on the Site Selection index:

  • Dallas-Fort Worth nabbed the No. 1 spot, up from No. 2 last year.
  • Austin rose from No. 8 last year to No. 7 this year.

San Antonio slid from No. 18 in 2025 to No. 22 in 2026, however.

Two economic development officials in DFW chimed in about the region’s No. 1 ranking on the index:

  • “This ranking affirms what we’ve long seen on the ground — Dallas-Fort Worth is a top-tier technology and innovation center,” said Duane Dankesreiter, senior vice president of research and innovation at the Dallas Regional Chamber. “Our region’s scale, talent base, and diverse strengths … continue to set DFW apart as a national leader.”
  • “Being recognized as the top North American tech hub underscores the strength of the entire Dallas-Fort Worth region as a center of innovation and next-generation technology,” said Robert Allen, president and CEO of the Fort Worth Economic Development Partnership.

While not directly addressing Austin’s Site Selection ranking, Thom Singer, CEO of the Austin Technology Council, recently pondered whether Silicon Hills will grow “into the kind of community that other cities study for the right reasons.”

“Austin tech is not a club. It is not a scene. It is not a hashtag, a happy hour, or any one place or person,” Singer wrote on the council’s blog. “Austin tech is an economic engine and a global brand, built by thousands of people who decided to take a risk, build something, hire others, and be part of a community that is still young enough to reinvent itself.”

South of Austin, Port San Antonio is driving much of that region’s tech activity. Occupied by more than 80 employers, the 1,900-acre tech and innovation campus was home to 18,400 workers in 2024 and created a local economic impact of $7.9 billion, according to a study by Zenith Economics.

“Port San Antonio is a prime example of how innovation and infrastructure come together to strengthen [Texas’] economy, support thousands of good jobs, and keep Texas competitive on the global stage,” said Kelly Hancock, the acting state comptroller.

View All Listings