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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Houston claims 19% of Texas’ new live-work-play growth

by the numbers

In Texas, Houston is a big player in the live-work-play real estate movement.

A new 21-city analysis from coworking marketplace CoworkingCafe shows the Houston area added five live-work-play projects—mixed-use developments with residential, office and recreational components—over the past decade.

From 2016 to 2025, Houston accounted for 19 percent of Texas’ new live-work-play inventory, the analysis shows. Among the new local developments were Arrive Upper Kirby, St. Andrie, and The Laura:

  • Arrive Upper Kirby, which was sold in 2021 for $182 million, offers more than 61,000 square feet of retail and restaurant space adjacent to apartments and offices. The 13-story, 265,000-square-foot project was completed in 2017.
  • St. Andrie, a 32-acre, mixed-use community, was completed in 2019. The apartment-anchored development includes an H-E-B grocery store and 37,000 square feet of office space.
  • The Laura, spanning 110,000 square feet, was completed in 2023. Among the apartment complex’s amenities is a coworking space.

According to Northspyre, a software provider for real estate developers, live-work-play projects enable people to meet their needs, such as housing, workplaces, stores, restaurants, and recreation facilities, in a single place.

A total of 542 live-work-play developments opened between 2016 and 2025 in the 21 cities, with another 69 in the pipeline for 2026, CoworkingCafe says. Among major markets, New York City made up the largest share (119) of new live-work-play developments from 2016 to 2025.

The Houston area’s five projects were built in 2018, 2019, 2020, 2024, and 2025, CoworkingCafe data indicates, with another project scheduled for completion next year. The Greater Houston Partnership recently highlighted four mixed-use projects taking shape in the region, but only one of them is scheduled to be finished in 2027. It can take two to five years or more to complete a mixed-use development.

Of the five Houston developments finished in the past decade, 56 percent of the space went toward multifamily units, 29 percent toward offices, and 16 percent toward retail, CoworkingCafe says.

As noted by the Houston-Galveston Area Council, economic development in the 21st century “is about cultivating quality live-work-play environments that attract, retain, and grow a diverse and skilled population. Employers and businesses are increasingly choosing to make long-term investments in places that connect and engage people to strengthen economic competitiveness and promote innovation.”

With eight completed projects, Austin led construction of live-work-play developments in Texas from 2016 to 2025, according to CoworkingCafe. Dallas, which welcomed five live-work-play developments during that period, tied with Houston. San Antonio data wasn’t available.

Rice Business Plan Competition awards $1.4M to 2026 student teams

winner, winners

Editor's note: This article has been updated to correct the total amount of investment and cash prizes awarded at the RBPC and with additional information from Rice.

Another team from the Great Lakes State took home top honors and investments at this year's Rice Business Plan Competition.

BRCĒ, a material-tech startup from Michigan State University, took home the top-place finish and the largest investment total at the annual Houston event. It has developed Lattice-Grip technology to create utility-based polymers that can replace traditional fabric. The materials are stronger, fire-resistant and more stable than traditional textiles, according to the company. Last year, the University of Michigan's Intero Biosystems won first-place finish and the largest investment total of $902,000.

In total, the RBPC doled out more than $1.4 million in investment and cash prizes, according to Rice. Over the three-day event, held April 9-11, the 42 competing startups presented their business plans to 300 angel, venture capital and corporate investors. Seven finalists were selected.

Three Texas teams, including one from Houston, were named among the finalists. Here's who won big this year, with their investment totals and some of their awards listed below.

BRCĒ, Michigan State University — $611,500

The recent Shark Tank alum finished in first place for its utility-based polymers technology.

  • $200,000 Goose Capital Investment Grand Prize
  • $100,000 The OWL Investment Prize
  • $100,000 Houston Angel Network Investment Prize
  • $75,000 The Indus Entrepreneurs (TiE) Texas Angels Investment Prize
  • $50,000 nCourage Investment Network’s Courageous Women Entrepreneur Investment Prize
  • $25,000 New Climate Ventures Sustainable Investment Prize
  • $20,000 Aramco Innovator Cash Prize
  • $1,000 Anbarci Family Company Showcase Prize
  • $500 Mercury Fund Elevator Pitch Competition Prize – Consumer Hard Tech

Legion Platforms, Arizona State University — $535,500

The startup won second place for its multiplayer gaming platform that can be accessed with slow internet speeds.

  • $100,000 Anderson Family Fund & Finger Interests Second Place Investment Prize
  • $200,000 Goose Capital Investment Prize
  • $100,000 The OWL Investment Prize
  • $25,000 Pearland EDC Spirit of Entrepreneurship Cash Prize
  • $500 Mercury Fund Elevator Pitch Competition Prize – Consumer

Imagine Devices, University of Texas at Austin — $111,000

The pediatric medical device company won third place for its multifunction neonatal feeding tube, known as Trinity Tube

  • $50,000 Anderson Family Fund & Finger Interests Third Place Investment Prize
  • $25,000 Pearland EDC Spirit of Entrepreneurship Cash Prize
  • $25,000 The Eagle Investors Investment Prize
  • $1,000 Anbarci Family Company Showcase Prize

Altaris MedTech, University of Arkansas – $16,000

The startup won fourth place for its pain-free strep test.

  • $5,000 Norton Rose Fulbright Fourth Place Prize
  • $1,000 Mercury Fund Elevator Pitch Competition Prize — Overall Winner

Routora, University of Notre Dame & University of Texas at Austin – $15,500

The team won fifth place for its route optimization app that works to reduce fuel costs, travel time and carbon emissions

  • $5,000 Chevron Fifth Place Prize
  • $500 Mercury Fund Elevator Pitch Competition Prizes — Digital

DialySafe, Rice University — $15,500

The startup won sixth place for its technology that aims to make at-home peritoneal dialysis simpler and safer.

  • $5,000 ExxonMobil Sixth Place Prize
  • $500 Mercury Fund Elevator Pitch Competition Prizes — Life Science

Arrow Analytics, Texas A&M University – $16,000

The startup won seventh place for its AI-powered sizing system for carry-on baggage.

  • $5,000 Shell Ventures Seventh Place Prize
  • $1,000 Anbarci Family Company Showcase Prizes


Other significant prizes included:

BiliRoo, University of Michigan – $26,000

  • $25,000 Southwest National Pediatric Device Consortium Pediatric Device Cash Prize
  • $1,000 Anbarci Family Company Showcase Prizes

BeamFeed, City University of New York – $25,000

  • $25,000 Amentum and WRX Companies Rising Stars Space Technology and Commercial Aerospace Cash Prize

Grapheon, University of Pittsburgh — $20,000

  • $20,000 Aramco Innovator Cash Prize

A total of $75,000 in in-kind legal services was awarded to all finalists. The grand prize winner, BRCĒ, also received a chief financial officer consulting prize worth $40,000. Each competing startup received at least $950 in prizes for placement in the competition.

“The Rice Business Plan Competition has grown into far more than a competition—it’s a proving ground for founders and a catalyst for real company formation, as well as a catalyst for building the Houston entrepreneurial ecosystem,” Brad Burke, associate vice president of Rice Innovation and executive director of Rice Alliance, said in a news release. This year's event was Burke’s final RBPC after nearly 25 years of leadership.

Last year, the Rice Business Plan Competition facilitated over $2 million in investment and cash prizes. According to Rice, more than 910 startups have raised more than $6.9 billion in capital through the competition over the last 25 years.

See a full list of this year's winners and stream rounds from the competition here.

Here's the income it takes to live comfortably in Houston in 2026

Money Talk

2026 report analyzing how much it costs to live "in sustainable comfort" in the biggest U.S. cities has found Houston residents have the 11th lowest salary requirement to live a comfortable life in 2026.

SmartAsset's annual report found single adult residents in Houston need to make $89,981 a year to qualify as "financially stable." Compared to last year, single Houstonians needed to make $83 more to live comfortably in the city.

Families with two working parents and two children need to make a household income of $204,672 to have a financially stable life in Houston, the report found. That's almost $2,000 less than what families needed to make last year.

To determine the rankings, SmartAsset's analysts examined 100 of the largest U.S. cities and used the latest cost of living data – such as the costs for housing, food, transportation, and income taxes where applicable – from the MIT Living Wage Calculator for childless individuals and for two working adults with two children.

For the purpose of the study, the 50/30/20 budgeting strategy was used to determine "comfortable lifestyle" costs for both individuals and families: 50 percent of income to cover needs and living expenses, 30 percent for "wants," and 20 percent for savings or paying down debt.

Here's breakdown of a Houston resident's comfortable lifestyle based on SmartAsset's findings:

  • $44,991 dedicated to needs and living expenses
  • $26,994 dedicated to wants
  • $17,996 dedicated to savings or debt repayment

This is SmartAsset's interpretation of a comfortable lifestyle for families of four:

  • $102,336 dedicated to needs and living expenses
  • $61,402 dedicated to wants
  • $40,934 dedicated to savings or debt repayment
SmartAsset said single individuals and families should compare the fluctuating local cost of living and their long-term goals to fully "understand the context" of their respective household incomes. But it's worth pointing out that a financially stable life in Houston isn't quite attainable for many residents: The city had a median household income of $64,361 in 2024, according to the U.S. Census Bureau.

Comfortable salaries in other Texas cities

Elsewhere in Texas, the report found that families in the Dallas-Fort Worth suburbs Frisco and McKinney "are closest to a comfortable salary."

"In Frisco, the median household earns $145,444 – substantially higher than the national median of $83,730," the report's author wrote. "This figure also accounts for 63.1 percent of the $230,464 income a family of four in Frisco needs to live comfortably. In McKinney, TX, the $124,177 median household income accounts for 53.9 percent of the $230,464 needed."

Both cities also tied with Plano for the 29th highest salary needed nationally to live comfortably in 2026. Single adults living in these cities need to make $109,242 a year to live a financially stable life this year.


On the opposite end, San Antonio has the lowest salaries needed to live comfortably in the U.S. Single adults only need to make $83,242 a year, and $192,608 for families of four.

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