Houston startup secures big contract, coworking company acquired, and more local innovation news

short stories

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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5 must-know fall application deadlines for Houston innovators

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Editor's note: As fall reaches full swing, Houston's innovation scene is calling on the latest batch of founders and startups looking to make a difference. A number of accelerators have opened applications. Read below to see which might be a good fit for you or your venture. And take careful note of the deadlines. Please note: this article may be updated to include additional information and programs.

Did we miss an accelerator or competition accepting applications? Email innoeditor@innovationmap.com for editorial consideration.

Texas Life Science Forum

Deadline: Oct. 2

Details: Ventures can apply to present at the 15th annual Texas Life Science Forum, hosted by BioHouston and Rice Alliance. Participants will meet during office hours with venture capitalists, tech scouts, corporate venture groups and angel investors, and present their pitches in a public forum. Pitches take place on Nov. 10 and office hours are held Nov. 11. Find more information here.

Greentown Lab's Go Make 2027: Advanced Carbon Materials with ExxonMobil

Deadline: Oct. 9

Details: Greentown Labs is seeking applications from startups developing novel carbon-based technologies for its latest Go Make cohort in conjunction with ExxonMobil. The structured accelerator is designed to facilitate validation activities and explore potential long-term collaborations with Exxon, according to Greentown. Founders will have the opportunity to engage directly with industry leaders to test, validate and scale their carbon technologies in real commercial contexts. The program tentatively starts on Jan. 20, 2027 and concludes June 16, 2027. Find more information here.

Activate's U.S. Fellowship Cohort 2027

Deadline: Oct. 30

Details: Activate supports scientists at "the outset of their entrepreneurial journey." It partners with U.S.-based funders and research institutions to support its fellows in developing high-impact technology. Its fellows receive a living stipend, research and development funding, connections from Activate's robust network of mentors and access to a curriculum specific to the program for two years. Applicants must have a bachelor’s degree and 4-plus years of post-baccalaureate scientific research, engineering or technology development experience. Their work must be based in the physical or biological sciences or related engineering disciplines. Find more information here.

Rice Innovation Fellows

Deadline: Oct. 30

Details: The Liu Idea Lab for Innovation and Entrepreneurship (Lilie)'s Rice Innovation Fellows program supports Rice Ph.D. students and postdocs in turning their research into real-world ventures. Participants receive $10,000 in translational research funding, co-working space and personalized mentorship. Candidates from all Rice engineering and science-related disciplines are encouraged to apply. Find more information here.

The TMC's Accelerator for Cancer Therapeutics

Deadline: Oct. 30

Details: Texas-based ventures and researchers developing a cancer therapeutics project can apply to this accelerator funded by the Cancer Prevention and Research Institute of Texas. The nine-month program runs February-September 2027 and focuses on market research, FDA regulations, intellectual property, licensing, finance, fundraising, legal and other critical areas for cancer-related ventures. Participants will complete the program with at least one grant submission and have the option to pitch to investors, corporate partners, media and other influential guests. Find more information here.

Houston college joins inaugural workforce accelerator supported by Google

hands-on training

Houston City College (HCC) is one of 15 community colleges from around the country to be selected for the first-ever Workforce Futures Accelerator.

The three-year effort is supported by Google.org, the tech company’s philanthropic arm, and led by the Association of Community College Trustees (ACCT), a non-profit educational organization that represents over 500 community, junior, and technical colleges. The accelerator focuses on helping colleges embed virtual, employer-sponsored training opportunities into short-term workforce training programs, giving participants access to opportunities that they might otherwise receive through internships or other "work-based learning" stints.

"The Workforce Futures Accelerator reflects the Houston City College mission of offering a high-quality, affordable education for workforce training and career development," Pretta VanDible Stallworth, HCC trustee and chair-elect of the ACCT board of directors, said in a news release. "Advancing student success and creating pathways to opportunities ensures that our students are well equipped to succeed and build a secure future in today's economy.”

Through the accelerator, HCC is tasked with fusing online project-based learning opportunities with its workforce education programs. The idea is to give students hands-on experiences working on projects sponsored by employers, allowing them to gain real-world knowledge in the process.

HCC will select two workforce programs that meet the accelerator’s criteria and insert into them into coursework. In the second and third year of the accelerator, the selected colleges are expected to scale the programs by adding instructors and programs to develop a network of to support their continued implementation.

“Participation by HCC will strengthen how we provide students with career-connected learning experiences that complement their classroom education and align with the needs of employers,” HCC Chancellor Margaret Ford Fisher added in the news release. “We are focused on ‘future forward’ strategies to meet the present and future needs of our region’s businesses.”

Two other Texas colleges were chosen to participate in the accelerator: Lamar Institute of Technology in Beaumont and Grayson College in Denison.

The remaining cohort includes:

  • Bergen Community College in Paramus, New Jersey
  • Central Louisiana Community College in Alexandria, Louisiana
  • Clark State College in Springfield, Ohio
  • Great Basin College in Elko, Nevada
  • Heartland Community College in Normal, Illinois
  • Hudson County Community College in Jersey City, New Jersey
  • Manchester Community College in Manchester, New Hampshire
  • Mesa Community College in Mesa, Arizona
  • Mohave College in Kingman, Arizona
  • San Joaquin Delta Community College in Stockton, California
  • San Juan College in Farmington, New Mexico
  • West Virginia University Parkersburg in Parkersburg, West Virginia

New report ranks Texas among top 10 states where AI could disrupt jobs

AI Workforce

A new nationwide report examining where AI could "reshape" the most jobs has ranked Texas No. 9 among the most at-risk states for AI job disruption.

The new SmartAsset report compared all 50 states and the District of Columbia to calculate the estimated percent of the workforce employed in the 26 occupations with the highest AI exposure, as determined by June 2026 research by the Virginia Economic Information and Analytics Division.

The findings revealed that 500,000 Texas workers, or 3.55 percent of the total workforce, are employed in occupations with "high exposure to potential AI disruption."

This also places the Lone Star State as the 9th most at-risk state in the U.S. where AI exposure can lead to "declining hiring demand, wage pressure, task automation, and other forms of disruption."

"States with larger concentrations of highly exposed occupations could experience more pronounced labor-market changes, particularly in roles where core tasks are more vulnerable to AI-driven restructuring," the report's author wrote.

Texas' biggest cities, like Houston and Austin, are known for their thriving tech and business industries, and the study noted that many of the occupations within those sectors are the most at risk. The Virginia Economic Information and Analytics Division said the top five most AI-exposed occupations in the U.S. are: mathematicians, proofreaders, correspondence clerks, court reporters, and media and communication workers. Additionally, computer programmers, database administrators, web developers, telephone operators, and communications equipment operators round out the top 10 most at-risk positions.

These are the 16 remaining occupations most exposed to AI disruption, in order:

  • Data Entry Keyers
  • Statistical Assistants
  • Office Support Workers
  • Interpreters and Translators
  • Database Architects
  • Software Quality Assurance Analysts
  • Medical Transcriptionists
  • Software Developers
  • Writers and Authors
  • Payroll Clerks
  • Web Designers
  • Miscellaneous Computer Occupations
  • Insurance Claims Processors
  • Telemarketers
  • Computer Numerically Controlled Tool Programmers
  • Bookkeeping and Accounting Clerks

A separate SmartAsset report from April 2026 found about 20.5 percent of Texas workers use AI to do their jobs in some capacity. That trend will continue to shift further as employers and employees choose to adopt — or reject — AI implementation.

Across the U.S., Washington topped the list as the state with the highest concentration of AI-exposed jobs, with nearly 5.7 percent of the state's workforce employed in the 26 most at-risk positions. SmartAsset said Washington's high prevalence of technology companies is a significant factor that skyrocketed the state to the top of the list.

"Home to major technology companies including Microsoft, Amazon, T-Mobile and Expedia, the state has large numbers of computer programmers and software developers, two occupations with high exposure," the report said.

Meanwhile, Mississippi ranked No. 51 with the lowest concentration of AI-exposed jobs in the nation. About 22,500 workers in Mississippi, or 1.93 percent of its workforce, are at risk for AI disruption.

The top 10 states where AI could reshape the most jobs are:

  • No. 1 – Washington
  • No. 2 – Virginia
  • No. 3 – District of Columbia
  • No. 4 – California
  • No. 5 – Utah
  • No. 6 – Maryland
  • No. 7 – Colorado
  • No. 8 – New Hampshire
  • No. 9 – Texas
  • No. 10 – North Carolina
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This article originally appeared on CultureMap.com.

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