Common Desk, which has locations across Houston, has been acquired — and other innovation news. Rendering courtesy of Common Desk

Houston is starting 2022 strong in terms of innovation news, and there might be some headlines you may have missed.

In this roundup of short stories within Houston startups and tech, the Bayou City is ranked based on its opportunities for STEM jobs, a Houston blockchain startup scores a major contract, Rice University opens applications for its veteran-owned business competition, and more.

Data Gumbo announces contract with Equinor

After a successful pilot, Equinor has signed off on a contract with Data Gumbo.. Courtesy of Data Gumbo

Houston-based Data Gumbo, an industrial blockchain-software-as-a-service company, announced that it has signed a contract with Equinor. The global energy company's venture arm, Equinor Ventures, supported the startup's $7.7 million series B round, which closed last year.

The company's technology features smart contract automation and execution, which reduces contract leakage, frees up working capital, enables real-time cash and financial management, and delivers provenance with unprecedented speed, accuracy, visibility and transparency, per the release.

“Equinor is an industry trailblazer, demonstrating the true value of our international smart contract network to improve and automate manual processes, and bring trust to all parties,” says Andrew Bruce, founder and CEO of Data Gumbo, in a news release. “Smart contracts are playing a critical role in driving the energy industry forward. Our work with Equinor clearly demonstrates the benefits that supermajors and their supply chain customers, partners and vendors experience by automating commercial transactions. We are proud to continue our work with Equinor to help them realize the savings, efficiencies and new levels of transparency available through our smart contract network.”

Equinor opted into a pilot with the company a few years ago.

“Since piloting Data Gumbo’s smart contracts for offshore drilling services in 2019, we have worked with the company to continually refine and improve use cases. We now have the potential to expand Data Gumbo’s smart contract network to enable transactional certainty across our portfolio from the Norwegian Continental Shelf to our Brazilian operated assets and beyond,” says Erik Kirkemo, senior vice president at Equinor. “GumboNet reduces inefficiencies and processing time around contract execution in complex supply chains, which is a problem in the broader industry, and we look forward to realizing the streamlined process and cost savings of its rapidly expanding smart contract network.”

WeWork acquires Dallas coworking brand with 6 Houston locations

Common Desk, which has six locations in Houston including in The Ion, has been acquired. Photo courtesy of Common Desk

Dallas-based Common Desk, which has six locations in Houston, announced its acquisition by WeWork. The company's office spaces will be branded as “Common Desk, a WeWork Company,” according to a news release.

“Similar to WeWork, Common Desk is a company built on the concept of bringing people together to have their best day at work," says Nick Clark, CEO at Common Desk, in the release. "With the added support from WeWork, Common Desk will be able to not only leverage WeWork’s decade of experience in member services to improve the experience of our own members but also leverage WeWork’s impressive client roster to further build out our member base.”

Here are the six Common Desk spaces in Houston:

Here's how Houston ranks as a metro for STEM jobs

Source: WalletHub

When it comes to the best cities for jobs in science, technology, engineering, and math, Houston ranks in the middle of the pack. The greater Houston area ranked at No. 37 among the 100 largest metros across 19 key metrics on the list compiled by personal finance website, WalletHub. Here's how Houston fared on the report's metrics:

  • No. 36 – percent of Workforce in STEM
  • No. 74 – STEM Employment Growth
  • No. 43 – Math Performance
  • No. 16 – Quality of Engineering Universities
  • No. 2 – Annual Median Wage for STEM Workers (Adjusted for Cost of Living)
  • No. 90 – Median Wage Growth for STEM Workers
  • No. 75 – Job Openings for STEM Graduates per Capita
  • No. 88 – Unemployment Rate for Adults with at Least a Bachelor’s Degree

Elsewhere in Texas, Austin ranked at No. 2 overall, and Dallas just outranked Houston coming in at No. 34. San Antonio, El Paso, and McAllen ranked No. 51, No. 65, and No. 88, respectively.

Rice University calls for contestants for its 8th annual startup pitch competition for veterans

Calling all veteran and active duty startup founders and business owners. Photo courtesy of Rice University

Rice University is now accepting applications from Houston veterans for its annual business competition. To apply for the 2022 Veterans Business Battle, honorably discharged veterans or active duty founders can head online to learn more and submit their business plan by Feb. 15.

“We’re looking forward to giving veterans the opportunity not just to share their ideas and get financing, but learn from other past winners the lessons about entrepreneurship they’ve lived through while growing their businesses,” event co-chair Reid Schrodel says in a news release.

Over the past few years, finalists have received more than $4 million of investments through the program. This year's monetary prizes add up to $30,000 — $15,000 prize for first place, $10,000 for second place, and $5,000 for third place.

Finalists will be invited to make their business pitch April 22 and 23 at Rice University. Click here to register for the event.

City of Houston receives grant to stimulate STEM opportunities

Houston's youth population is getting a leg up on STEM opportunities. Photo via Getty Images

Thanks to a $150,000 grant from the National League of Cities, the city of Houston has been awarded a chance to provide quality education and career opportunities to at-risk young adults and students. The city is one of five cities also selected to receive specialized assistance from NLC’s staff and other national experts.

“This award is a big win for young people. They will benefit from significant career development opportunities made possible by this grant,” says Mayor Sylvester Turner in a news release. “These are children who would otherwise go without, now having experiences and connections they never thought possible. I commend the National League of Cities for their continued commitment to the future leaders of this country.”

According to the release, the grant money will support the Hire Houston Youth program by connecting diverse opportunity youth to the unique STEM and technology-focused workforce development.

"Our youth deserve educational opportunities that connect them to the local workforce and career exploration, so they can make informed choices about their future career path in Houston’s dynamic economy. Houston youth will only further the amazing things they will accomplish, thanks to this grant," says Olivera Jankovska, director of the Mayor's Office of Education.

Need a job in STEM? You've come to the right place. Photo by Scott Halleran/Getty Images

Houston named the No. 2 city for STEM jobs

Lab work

Sure, Houston can boast that it's the Energy Capital of the World. That's undisputed. However, Houston also is making strides in the wider range of STEM fields — science, technology, engineering, and mathematics.

A new study from the American Enterprise Institute's Housing Center finds Houston is No. 2 among the best U.S. metro areas for STEM workers. Dallas-Fort Worth topped the ranking, and Austin earned the No. 4 spot.

The American Enterprise Institute sifted through data in three categories — STEM employment in 2018, overall employment growth since 1990, and affordability for first-time homebuyers — to devise its ranking. In all, the institute examined the 30 metro areas with the most STEM jobs.

Houston landed at:

  • No. 10 for STEM employment, with 207,000 jobs in 2018. (The Greater Houston Partnership puts the current figure at more than 240,000).
  • No. 6 for overall employment growth (70 percent) since 1990.
  • No. 6 for median home price for first-time buyers.

The study notes that the vibrancy of home construction helped Houston maintain a high rate of employment growth and a high score for home affordability.

"On one hand, some metro areas with relatively high home prices are desirable places to live in terms of jobs and local amenities," the study says. "On the other hand, house prices may be higher than they really need to be due to local policies that needlessly drive up the price of land and thereby constrain the amount of new housing. Households should be aware of these tradeoffs."

Houston fared better in the American Enterprise Institute study than it did in a recent STEM ranking from personal finance website WalletHub. To determine the best markets for STEM professionals, WalletHub compared the 100 largest metro areas across 20 key metrics. Houston ranked 33rd, while Dallas-Fort Worth ranked 38th and Austin came in at No. 4.

Whether Houston stands at No. 2 or No. 33, business leaders are confident the region is fertile territory for STEM.

"Houston's talent base of 300,000 educated millennials and more than 240,000 STEM workers power our leading industries, including life sciences, energy, and manufacturing and logistics," says Susan Davenport, senior vice president of economic development at the Greater Houston Partnership.

"For us to continue to compete and grow in these critical sectors," Davenport adds, "we need to continue to foster and attract new STEM talent and market the positive attributes that make Houston a great place to live."

The Greater Houston Partnership touts several strengths that will propel the region's STEM sector, including:

  • The Texas Medical Center's recently announced TMC3 research hub.
  • A firm foothold in the life sciences industry, thanks to the Texas Medical Center, the world's largest complex of healthcare and life science institutions.
  • NASA's Johnson Space Center.
  • A cluster of more than 6,000 manufacturers.

Davenport points to establishment of Houston's four-mile-long Innovation Corridor — featuring an array of startup accelerators and tech incubators — as another vehicle for STEM success. At the heart of the corridor will be Rice University's new $100 million innovation hub, known as The Ion.

The corridor, she says, "will help Houston create the next generation of companies solving big problems."

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Axiom Space tops $525M in oversubscribed round, announces Swiss subsidiary

funding boost

Axiom Space tacked on an additional $175 million to a previously announced capital raise, bringing the oversubscribed round to a total of more than $525 million.

Axiom shared in February that it had secured $350 million in a financing round led by Type One Ventures and Qatar Investment Authority. In the latest release from the company, Axiom reports that Japan-based MUFG Bank Ltd. joined the round as a new investor, in addition to continued participation from existing backers.

The funding will go toward developing the company's commercial space station, known as Axiom Station, and the production of its Axiom Extravehicular Mobility Unit (AxEMU) under its NASA spacesuit contract.

“Investor interest in this round outpaced what we set out to raise, which speaks to the moment we’re in,” Jonathan Cirtain, CEO and president of Axiom Space, said in the news release. “Our partners see what is possible in low-Earth orbit, and they see who is positioned to lead it.”

Axiom announced last month that it planned to open a Japanese subsidiary July 1. Earlier this week, it also shared plans to establish Axiom Space Switzerland, a wholly owned subsidiary based in Lucerne that is also expected to begin operations this summer.

The Switzerland subsidiary aims to establish Axiom's presence in Europe and help it partner with the European Space Agency and other space organizations and companies on the continent.

“Europe is a founding leader in the creation of the commercial space economy, and Switzerland is uniquely positioned to convene the government agencies, research institutions, and industrial entities that will shape its next decade,” Cirtain added in a separate release. “Axiom Space Switzerland facilitates the scaling of development and deployment of the infrastructure that will succeed the International Space Station.”

Texas cashes in among 10 best U.S. state economies in 2026 report

State Economics

A new study gauging the success or decline in economic performance in every state has revealed Texas' economy remains stable in 2026 after it dropped out of the top five to No. 8 last year.

Texas boasts the No. 8 best state economy in the U.S. this year, according to WalletHub's annual "Best & Worst State Economies" report. The personal finance website's analysts ranked all 50 states and the District of Columbia across 28 relevant metrics to measure each state's economic activity and health status, and its "innovation potential."

Notably, Texas leads the nation for the most exports per capita in the U.S. in a five-way tie with Louisiana, Kentucky, North Dakota, and Indiana. Across the study's three main categories, Texas ranked highly for its economic activity (No. 7) and economic health (No. 11), and the state's "innovation potential" rank is the 24th best in the nation.

This is how WalletHub ranked Texas' economic performance, where No. 1 is considered the best and No. 25 is considered average:
  • No. 6 – Change in non-farm payrolls
  • No. 8 – Change in GDP
  • No. 8 – Startup activity
  • No. 11 – Annual median household income
  • No. 18 – Government surplus/deficit per capita
  • No. 21 – Percentage of jobs in high-tech industries
  • No. 30 – Unemployment rate
WalletHub previously ranked Texas one of the top three states to start a business in 2026, with Houston earning its own entrepreneurial acclaim in separate rankings of the best big cities for new businesses and for starting a career.

"U.S. economic growth depends heavily on the performance of individual states, and some contribute more than others," the report's author wrote. "For example, California, Texas, New York and Florida have economies so large that if they were countries, they would rank in the top 20 in the world."

The five states with the worst state economies in 2026 are Rhode Island (No. 47), Maine (No. 48), Louisana (No. 49), Kentucky (No. 50), and West Virginia (No. 51).

The top 10 best state economies for 2026 are:

  • No. 1 – Massachusetts
  • No. 2 – Washington
  • No. 3 – Utah
  • No. 4 – California
  • No. 5 – Delaware
  • No. 6 – North Carolina
  • No. 7 – New York
  • No. 8 – Texas
  • No. 9 – Colorado
  • No. 10 – Florida

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This article originally appeared on CultureMap.com.

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.