University of Houston moves in on industrial metaverse with new partnership

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UH — along with some industry partners — has announced plans to work on applications for the industrial metaverse. Image via Getty Images

The University of Houston is helping advance the industrial metaverse.

UH has teamed up with the AI Innovation Consortium, software company Nvidia, and oil and gas engineering and services company TechnipFMC to create applications for the industrial metaverse. The project is affiliated with the Artificial Intelligence Industry Incubator and Digital Oilfield Lab at UH’s campus in Sugar Land. The incubator and lab opened in 2020.

As VentureBeat defines it, the industrial metaverse can transform the way every physical asset — such as a building, plane, robot, or car — is created, assembled, and operated. The industrial metaverse marries the “real world” with technology such as artificial intelligence (AI), machine learning, cloud computing, edge computing, the internet of things (IoT), 5G, and extended reality (virtual, augmented, and mixed reality).

Global revenue for the industrial metaverse is projected to reach $540 billion by 2025. A key fixture of the industrial metaverse are “digital twins,” which are virtual replicas of physical entities or systems (such as factories).

Adam Berg, manager of learning solutions at TechnipFMC, has been working with the UH College of Technology and the AI Innovation Consortium to test an augmented reality program for management of upstream resources. TechnipFMC is a pioneer in extended reality.

One of the UH professors participating in this effort is David Crawley, professor of practice at the university’s College of Technology and a trustee of the AI Innovation Consortium. Last year, the consortium hosted an AI conference at the UH campus in Sugar Land. The consortium is a think tank whose members include UH, Pennsylvania State University, Louisiana State University, and the University of Louisville (Kentucky).

Crawley says the consortium’s “academic ecosystem” is critical to developing the workforce of the future.

Konrad Konarski, chairman of the consortium, says the group is building the world’s largest portfolio of industrial metaverse apps for the oilfield services industry and various manufacturing sectors.

“This means a maintenance manager, an operations technology expert, or whoever is responsible for a metaverse technology project will be able to pick up an augmented reality platform or a wearable computer, or simply a smartphone, and seamlessly interconnect their real-world operating environment to and from the metaverse,” Konarski, an AI and IoT expert, says in a news release.

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At the recent Global Corporate Venture conference, two corporate venture execs peeled back the curtain on what they look for from startups. Getty Images

Here's what corporate venture programs are looking for from startups within the energy industry

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One of the challenges for Houston energy startups is not knowing what potential big corporate partners want from them. At the recent Global Corporate Venture, two corporate venture execs shared what all they're looking for and the challenges they are facing.

Diana Grauer, director of external technology engagement and venture capital at Technip FMC, and Bradley Andrews, president of digital at Worley joined a panel with moderator Wade Bitaraf, founder of Plug and Play Energy & Sustainability. The panel, entitled "How globalization and diversification can boost a local innovation ecosystem," explored what each exec looks for in potential partnerships with startups.

At TechnipFMC, which has a newer corporate investment group, Grauer says her team looks for startup technologies within four key categories, industry 4.0, digitization, materials and processes, and energy transition. Within those categories, she says they aren't looking for startups that will provide a big return on investment, rather technologies that will advance the company's capabilities.

"We're focused on strategic returns, not necessarily your conventional financial returns," she says.

Andrews echoed this point, admitting that while a big exit for a portfolio company is never bad, but Worley would rather have technologies that benefit their business platform.

"As long as [a technology is] under core strategy and driving internal strategy, we're kind of in," he says. "Anything around data science, automation, new energy, sustainability, those are all kind of sweet spots for us."

A big challenge, Andrews says, is communicating companywide the importance of looking outward for innovative opportunities, rather than relying on the company's staff.

"The idea of corporate tech startups coming to fruition within our industry is kind of new. We used to build from within," Andrews says. "We're still as an industry trying to figure out how to do this."

Grauer says that, similarily, her biggest challenge is getting pushback from within TechnipFMC of people who just think their company should fund its current workforce to find solutions. But Grauer responds to them explaining that the company needs to move faster than that and the way to do that is through working with startups. That's why the company has created an Open Innovation Program. According to Grauer, the organization expects to make its first investment by the end of the year.

For Andrews, the state of Houston's innovation ecosystem is exciting, and he notes that he looks at emerging technologies across industries. A technical solution in medicine might have an application in energy, for example. And, considering the state of the energy industry, now is the time to be more collaborative within Houston as more and more global challenges emerge.

"I think Houston has everything it needs to make a stake in this," Andrews says. "We're not competing with each other in this industry. We're competing against what the world is going to demand from us. It's time for us in corporate land and set our egos aside."

Grauer says she's seen the city's innovation resources grow over the years, noting the emergence of The Cannon, Rice Alliance, and Plug and Play.

"I really think that the energy industry in Houston is really starting to catch up and blossom," she says.

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Houston ranks among 15 U.S. hot spots for women in tech

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Houston is soaring among the best places in the U.S. for women in tech, a new report says. Houston ranked No. 15 nationwide in SmartAsset's new report, "Best and Worst Cities for Women in Tech — 2026 Study," which compared the 50 biggest U.S. cities across four metrics:

  • Gender pay gap — women's median earnings as a percentage of men’s median earnings in tech
  • The share of all tech workers that are women
  • The overall concentration of employment for tech workers, defined as "tech workers as a share of the local workforce"
  • Women tech workers’ median earnings, adjusted for regional price parity
For the purpose of the study, tech workers are defined as "city residents employed in computer and mathematical occupations." The study's findings show that fewer than 9,500 tech workers in Houston are women, or 25.6 percent of the total tech workforce in the city. In total, tech workers in general make up less than 3 percent of the Houston workforce.Despite the high ranking, women tech workers in Houston have a sizeable gap to cross to receive equal pay compared to their male counterparts in the same industry. Women tech workers make just over $97,000 in median earnings after adjusting for regional price parity, which is only 93 percent of what male tech workers make, SmartAsset found.

There are only two U.S. cities where women in tech earn more than what their male counterparts: Miami and Memphis, Tennessee. Women tech workers in Miami make an adjusted $88,650 in median earnings, or 101.7 percent of what men in tech make. In Memphis, women make $84,718 in adjusted earnings, or 101.5 percent of what men in tech earn.

The findings also assert that women remain underrepresented in the nation's overall tech sector, despite making up nearly half of the total workforce. Only 22.6 percent of the country's tech labor force is made up of women, according to the Equal Employment Opportunity Commission."Opportunities for women in tech can vary considerably by location, and these differences shape access to jobs, career advancement and earning potential," the report's author wrote. "In some places, women account for a larger share of tech workers, face narrower pay gaps and enjoy a stronger local labor market. In others, they may encounter a more challenging career environmentThe six other Texas cities that earned spots in the report are Austin (No. 6), Fort Worth (No. 26), Dallas (No. 32), Arlington (No. 38), San Antonio (No. 42), and El Paso (No. 49).

The top 10 best U.S. cities for women in tech are:

  • No. 1 – San Jose, California
  • No. 2 – Seattle, Washington
  • No. 3 – San Francisco, California
  • No. 4 – Atlanta, Georgia
  • No. 5 – Baltimore, Maryland
  • No. 6 – Austin, Texas
  • No. 7 – Oakland, California
  • No. 8 – Portland, Oregon
  • No. 9 – Boston, Massachusetts
  • No. 10 – Minneapolis, Minnesota
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This article first appeared on CultureMap.com.

2026 Houston Innovation Awards finalists revealed and more top stories

Trending News

Editor's note: The top Houston innovation news for the first half of October celebrates the finalists for our sixth annual awards program. Plus, Rice launches a new venture fund and an energy AI company picks Houston for its first U.S. office. Here are the five most-read stories published October 1-15, 2026:

Announcing the 2026 Houston Innovation Awards finalists

InnovationMap is proud to reveal the finalists for the 2026 Houston Innovation Awards. The sixth annual Houston Innovation Awards program returns in an all-digital format this fall to honor the best of Houston's innovation ecosystem, including startups, entrepreneurs, mentors, and more. Get to know our finalists in more detail through editorial spotlights on InnovationMap.com leading up to the winner announcement in mid-November. Continue reading.

Meet the esteemed judges for the 2026 Houston Innovation Awards

Our 2026 Houston Innovation Awards judging panel comprises past award winners who represent a variety of industries and areas of expertise. They are joined by InnovationMap's interim editor. All are deeply engaged in the Houston innovation ecosystem. Continue reading.

Energy AI company opens first U.S. office at Houston's the Ion

Building on its partnership with Houston-based oilfield services provider Halliburton, energy-sector AI company Shape Digital recently opened an office at The Ion. It’s the company’s first U.S. location. Shape Digital’s workforce in Houston includes employees specializing in tech support, business development and client services. The company’s local hiring projections and headcount weren’t available. The new office will be located within Industrious at the Ion, according to Rice Alliance. Continue reading.

Rice University launches new venture fund for university-affiliated startups

Rice University has launched its new One Giant Leap Ventures Fund I, which will invest in the university’s spinouts and alumni-founded startups. The early-stage institutional venture fund will function with a hybrid structure that allows for participation from traditional equity investors and philanthropic investors. According to the university, the fund will invest up to $500,000 per Rice-affiliated company. To be considered eligible for funds, companies must use intellectual property licensed by the university or be led or founded by alumni. Continue reading.

Here’s where wages grew the most in Houston since 2021, according to new report

Bolstered by a thriving manufacturing sector, Waller County—the country’s second-fastest-growing county—leads all Houston-area counties for the growth of pay from 2021 to 2026, according to a new study. The study, conducted by personal finance website SmartAsset, found average pay in Waller County rose 48 percent from 2021 to 2026. The county’s average weekly pay climbed from $891 to $1,323 during that period. Continue reading.

5 female-founded Houston startups shine as Innovation Awards finalists

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Houston is home to many standout female founders, making inroads and breakthroughs in every industry.

As part of the 2026 Houston Innovation Awards, our Female-founded Business category honors women-led startups that are shaping Houston innovation.

Five female-founded businesses have been named finalists for the 2026 award. This year's finalists, selected by our esteemed panel of judges, range from an AI startup for C-Suite execs to a company developing semi-autonomous crawler robots for corrosion detection.

Read more about these innovative startups and the visionary female founders behind them below. The 2026 winners will be announced on InnovationMap.com in mid-November.

Adair

Artificial intelligence startup Adair uses computational linguistics and behavioral economics to measure, model and quantify the impact of spoken and written language on firm valuation and stock prices. The company works with C-Suite executives of public companies on high-stakes communications before they go live.

The company was founded last year by CEO Kathleen Perley, CPO Alex Duong and CTO Anthony Grivet. It raised $5.6 million earlier this year, according to its application.

ARIX Technologies

Energytech startup ARIX Technologies has developed a semiautonomous VENUS crawler robot to detect corrosion under insulation before it becomes a failure. The robots climb insulated piping in refineries, chemical plants and energy facilities to capture inspection data without removing insulation or building scaffolding. ARIX's inspection portal then turns information from the inspection into data a company can act on.

ARIX was founded in 2017 by Dianna Liu, who serves as director, and Head of Product Petter Wehlin. Craig Malloy serves as CEO. The company has raised more than $22 million in seed funding and a Series A round, according to its application.

Bairitone Health

Healthtech startup Bairitone Health is bringing anatomy imaging for sleep apnea to the home environment. The company's platform maps users' anatomy during natural sleep using a facial patch to determine the root cause of airway obstruction. It then offers effective therapies for each patient.

The company was founded in 2022 in the Texas Medical Center's Biodesign program by CEO Meagan Pitcher, CTO Onur Kilic and chief medical officer Britt Cross. It was a member of Activate Houston's inaugural cohort and has participated in numerous accelerators and incubators. The company raised an oversubscribed seed round for $2.4 million earlier this year and received Breakthrough Device Designation from the Food and Drug Administration in April.

FlowCellutions

Energytech startup FlowCellutions is developing a chemistry-agnostic diagnostics platform for flow and metal-air batteries supporting data centers and critical infrastructure. The platform is designed to help reduce operating costs, prevent failures and costly downtime, and extend battery lifetime from approximately seven years to more than 30 years. It has deployed four paid pilots and plans to take insights from the programs to develop its next-gen sensor platform technology.

CEO Becca Segel founded the company in 2022. It is a member of Greentown Labs, and Segel was a 2025 Activate Fellow. The company has raised over $2 million in non-dilutive funding and received a $1.5 million NSF SBIR Fast-Track award earlier this year.

ParaDocs Health

Healthtech startup ParaDocs Health is developing a clinical intelligence platform that helps doctors and care teams streamline administrative tasks and make better use of patient records. Its technology organizes fragmented clinical data into actionable insights, helping care teams identify gaps in care, assess patient risks and simplify documentation and reimbursement.

ParaDocs was founded in 2022 by CEO Dr. Dhini Nasution and CTO Dr. Omar Mohtar. The company participated in the TMCi Biodesign Program and raised a preseed round last year, according to its application.

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