Data Gumbo closes $6M round, Alice partners with accelerator, and more Houston innovation news

Short stories

Blockchain-as-a-service company closes $6 million Series A round. Courtesy of Data Gumbo

Houston's innovation ecosystem has been busy, and the ongoing 50th anniversary of the Offshore Technology Conference has claimed a lot of attention in town lately. While I'm sure you've seen the big news pieces, like the Texas Medical Center's new details about TMC3 or WeWork's third Houston location, you may have missed some of these short stories.

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Data Gumbo closes a $6 million Series A round

Data Gumbo's executive team will use the round of funding to grow its operations. Courtesy of Data Gumbo

Data Gumbo Corp., a Houston-based blockchain-as-a-service company, completed a $6M Series A equity funding round. Saudi Aramco Energy Ventures — the venture subsidiary of Saudi Aramco — and Equinor Technology Ventures —the venture subsidiary of Equinor — co-led the round.

The new capital will be used to grow the company's commercial blockchain network, as well as Data Gumbo's technical, sales and marketing teams at their Houston headquarters and office in Stavanger, Norway. This Series A round brings Data Gumbo's total funding to $9.3 million.

"We enabled the first application of blockchain technology in the offshore drilling industry and will continue to break new ground with applications of BaaS to improve the bottom line of companies of all sizes. Blockchain will have a major impact on the oil and gas industry - and all global industries - and we will lead the charge in its broad adoption for sweeping operational improvements," says Andrew Bruce, CEO of Data Gumbo, in a release. "The partnership with Equinor and Saudi Aramco, and their associated supply chains and partnerships, will provide the momentum for the Data Gumbo BaaS network to gain critical mass." Learn more about Bruce and Data Gumbo here.

Alice and Founder Institute team up

Houston's new Founder Institute chapter has teamed up with Alice. Image courtesy Founder Institute

Pre-seed accelerator, the Founder Institute and Houston-based AI startup resource platform, Alice, announced a partnership to present the "Alice Fellowship" within the Founder Institute Program to help aspiring female founders build impactful and enduring startup companies.

The fellowship allows for female entrepreneurs in the Alice community to apply to the Houston FI program for free, waiving the $50 fee. The best applicants will then be selected to receive the fellowship for free as well. Interested female founders can apply https://fi.co/join/Alice before the application deadline of May 19.

Report shows how Houston fares as a startup city

Houston didn't rank among the best cities for startups — but it didn't make the worst either. Photo by Tim Leviston/Getty Images

Houston performed averagely on a new study from SimpleTexting. The report ranked cities based on their startups' performance — valuation of startups, startup jobs available, number of investors in the region, etc. Here's how Houston ranked. (Note: only the top and bottom 10 cities were ranked, and Houston doesn't appear on any of the top or bottom 10 lists.)

  • Average startup valuation: $4 million (This seems to be about the middle of the pack compared to other cities.)
  • Investor to startup ratio: 2.9 (Houston outranks Austin, which has a 1.5 ratio, in this category but seems to be closer to the bottom than the top.)
  • Startups per 100,000 people: 27.1 (Houston ranks pretty low on the spectrum for this. The 10th worst city is Rochester, New York, which has 17.8.)
  • Startup jobs per 100,000 people: 1.8 (Houston again falls closer to the bottom than the top with this number. The 10th worst city is Tuscon, Arizona, which has 0.88.)

While using different metrics, WalletHub found that Houston is a strong city to start a business. Read that story here.

Clean energy company awarded at EarthX

Trevor Best, CEO of Syzygy Plasmonics, walked away from EarthX $100,000 richer. Photo via LinkedIn

Houston-based Syzygy Plasmonics won $100,000 as one Texas' top CleanTech startup companies at the 2019 EarthX CleanTech Investment Challenge in Dallas. Syzygy is a chemicals startup out of Rice University, and one of their technologies focuses on hydrogen as a fuel option and alternative to gasoline.

TMCx company raises $5.14 million Series A

Philadelphia-based RoundTrip, which is in TMCx's current cohort, closed a hefty Series A round. Photo via roundtriphealth.com

An estimated 3.6 million patients miss or postpone their medical appointments annually, which leads to bigger medical issues that could have been prevented or treated earlier. Philadelphia-based RoundTrip created a platform where patients can book transportation to and from appointments. The startup, which is currently completing TMCx's digital health accelerator program, recently closed its Series A round of $5.14 million led by Motley Fool Ventures.

Houston energy professional publishes female-focused book

The new novel tells the stories of the women within the offshore oil and gas industries. Courtesy of Rebecca Ponton

Rebecca Ponton has published her series of 23 short biographies of women in the offshore oil and gas industry called, Breaking the GAS Ceiling: Women in the Offshore Oil & Gas Industry. Ponton timed the publication ahead of the 2019 Offshore Technology Conference. The book is available on Amazon.

The book features a number of Texas women, including:

  • Marni Zabarsky (MADCON Corp.)
  • Mieko Mahi (freelance petroleum photographer)
  • Alyssa Michalke (previously of TAMKO)
  • Jerry Tardivo Alcoser (works in Chevron's Bakersfield office, but has a home in Houston)
  • Melody Meyer, Katie Mehnert, and Ally Cedeno, who wrote endorsements for the book, live and work in Houston.

Houston O&G consulting company named Great Place to Work

oil and gas

EAG Services received a national recognition for its work environment and employee happiness. Getty Images

Great Place to Work and FORTUNE selected Houston-based EAG Services as one of the 2019 Best Workplaces in Consulting and Professional Services in the small to mid-sized company category. The rankings were based on employees' feedback. EAG Services took the Number 17 spot on the list.

"EAG Services is proud to be recognized by our people for creating one of the best workplaces in the consulting and professional services industry. Our ongoing commitment to keeping culture our priority as well as playing an ever-critical role in hiring has proven to be successful in attracting and building an empowering place to work," says Elizabeth Gerbal, CEO and Founder of EAG Services, in a release.

At WIN's inaugural event, attendees were asked to respond to questions about gender biases. Getty Images

Mentorship and communication identified as key aspects of ending gender inequalities in the energy industry

Fighting biases

Last week, female engineers and entrepreneurs from across the state gathered for the inaugural Society for Petroleum Engineers Gulf Coast Section' Women-in-Energy Congress.

Attendees were able to hear from speakers, like Susan Dio, chairman and president of BP America, who delivered the keynote address, as well as opt into breakout sessions and discussions, like "The New Age of Startups."

Throughout the day, the attendees were asked to respond to questions regarding their experience as women in a male-dominated field. The results show that mentorship and communication are both keys to ending gender biases in the workplace, while things like politics and lack of female mentors hold back results.

When asked about how men could be allies in the workplace to women, over 48 percent of respondents said male coworkers could do a better job of checking their unconscious bias in themselves and in others.

More than 47 percent responded that the biggest positive impact for their careers has been a boss, mentor, or sponsor, and almost 70 percent of those polls said that direct managers or people in the C-suite had the greatest impact of eliminating gender biases in the workplace.

For women seeking support in their careers, it was clear from the event that the solution is looking to other women who may have been in similar situations. Almost 100 percent of respondents said they have considered or pursued a career change in the past — half of those wanted a career change to expand their skill set and over a third felt like they have growth opportunities in their current role.

Texas ranks as the top state for female entrepreneurs, so there is potential for success within larger companies. According to the speakers and conversations at WIN's event, there's a lot both women and men can do to end gender biases for future business operations.

Courtesy of WIN

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5 Houston deep tech startups pushing the boundaries of their industries

meet the finalists

Houston has long been at the forefront of innovation, from NASA’s Johnson Space Center to its startup ecosystem using technology to disrupt industries.

As part of the 2026 Houston Innovation Awards, our Deep Tech Business category will honor an innovative startup providing technology solutions based on substantial scientific or engineering challenges, including those in the AI, robotics and space sectors.

Five deep tech companies have been named finalists for the 2026 award.

Read more about these businesses, their founders and their breakthrough technologies below. The 2026 winners will be announced on InnovationMap.com in mid-November.

Casimir

Battery tech startup Casimir develops semiconductor chips that produce continuous electrical power straight from the quantum vacuum, without the need for a battery, cord or external charge source. The company is targeting commercialization for its first-generation MicroSparc chip by 2028.

Harold “Sonny” White founded Casimir in 2023 after nearly two decades at NASA. The company emerged from stealth with a $12 million seed round in 2026. It was also awarded an STTR Phase I contract from the U.S. Space Force's SpaceWERX to support the development of the company's solid-state generator for potential use by the Department of the Air Force earlier this year.

FocisAI

Artificial intelligence startup FocisAI helps refinery owner-operators unlock actionable insights from 3D scans and images.

FocisAI was founded by CEO Tyler Wooten, COO Colin Snell and CTO Kyle Snell in 2026. It is a member of Greentown Labs and launched a seed round in September, which is expected to close by the end of the year, according to the company's application. It has rolled out 10 pilot programs and is looking to move into recurring, facility-scale deployments and scale its team in Houston this year.

Machine Saver Inc.

Industrial tech startup Machine Saver Inc. builds wireless and wired vibration and proximity sensors to tell heavy industry when a machine is about to fail. The company's technology runs on an 8-plus-year battery life and helps operators reduce downtime, improve maintenance and extend equipment life.

Machine Saver was founded by CEO Colton Bach and Quentin Bach in 2013. Its customers and partners include Houston Methodist, Blue Bell, Genemco, as well as energy and heavy industry, food and beverage, and cold chain companies, according to its application. The company is raising a Series A.

Square Robot

Energytech startup Square Robot develops and operates submersible inspection robotics that inspect aboveground storage tanks while they remain in service. The robots reduce downtime and costs, improve worker safety and limit hydrocarbon emissions.

Square Robot launched its Houston office in 2019 and closed a Series B in 2025. It plans to complete its first U.S. Navy demonstrator tank in November and is also developing real-time inspection software.

Venus Aerospace

Spacetech company Venus Aerospace is developing a high-thrust rotating detonation rocket engine (RDRE) that replaces the subsonic combustion used in conventional rocket engines. The RDRE is a compact, simpler engine that can deliver up to 15 percent greater efficiency for defense and space applications. It completed its first U.S. flight test of the engine last summer.

Venus Aerospace was founded in 2020 by CEO Cassie Duggleby and CTO Andrew Duggleby. It raised a $20 million Series A in 2022 and $42 million Series A2 in 2025. It closed a $91 million Series B earlier this year and expanded its leadership team. The company is working toward longer-duration and higher-thrust testing and advancing its flight program.

Houston leads U.S. with the biggest surge in millionaire renters

Rent Report

The number of millionaire renters and homeowners in the U.S. has surged over the last five years, and Houston has soared ahead of the rest with the largest growth rate among these affluent renter households.

Houston leads the nation with the No. 1 increase in millionaire renters from 2020 to 2024, a new RentCafe study found. The number of these wealthy households increased from 18 to 232 over the last five years, representing a 1,189 percent growth rate.

"The pandemic accelerated the shift as remote work pushed the wealthy to relocate to lower-tax metros like Houston, where millionaire renters grew 13-fold, versus 3.9-fold for owners," the report said. "Granted, 232 households is still a tiny fraction of the Houston metro’s roughly 2.7 million households, but the growth rate far outpaces any other major metro."

Nationwide, the number of millionaire renter households grew 229 percent from 2020 to 2024, outpacing the 193 percent growth rate among millionaire homeowners.

Dallas was the only other Texas metro to crack the top 10. The number of millionaire renter households in North Texas has more than quintupled, from just 30 in 2020 to 165 in 2024. That represents a growth rate of 450 percent, which — surprisingly — is only the eighth highest nationwide.

But when it comes to the largest populations of millionaire renters, New York City and San Francisco still lead the way. New York claimed the No. 1 spot with nearly 7,300 millionaire renters living in the city in 2024. Houston ranked 12th on that list.

Elsewhere in Texas, Austin and Dallas ranked as the 16th and 17th, respectively, for the largest population of millionaire renters. There were 206 millionaire renters living in Austin in 2024, and 165 in Dallas.

This is who the typical millionaire renter is
The report also revealed a surprising statistic about the typical millionaire renter in the U.S. — a lot of them are millennials working in "white-collar, high-earning fields."

"Nearly half (49 percent) of millionaire renters are Millennials, and the number of affluent Millennial renter households surged 392 percent during the five-year period," the report said. "Gen X follows with 33 percent of millionaire Gen X households renting after increasing by 147 percent."

The report continued, "Although Gen Z still represents a small share of millionaire renters (just 2 percent of the total), no generation has expanded faster: Gen Z millionaire renter households leaped from fewer than a dozen to more than 400 — a tiny cohort today, but one that was virtually nonexistent five years ago."

The top three most common professions for millionaire renters are chief executives, software developers, and managers, the report additionally found. In Houston, the surge of wealthy newcomers are mostly executives, professional athletes, and entertainers.

"These roles tend to generate steady, substantial income without necessarily tying workers to one location, making renting a practical fit, rather than a financial necessity," the report said.

Hotspots for millionaire homeowners
In RentCafe's separate list comparing the top 10 most popular U.S. metros for millionaire homeowners, Houston ranked 12th nationally with 4,374 millioniare homeowners living in the metro as of 2024. These wealthy Houstonians are most likely working as chief executives, physicians, managers, and lawyers and judges.

Houston has already proven to be a hotspot for millennial homebuyers, and the latest RentCafe data says millennials make up 19 percent of all millionaire homeowners in the U.S. Gen Xers and Baby Boomers still maintain the largest shares of millionaire homeowners nationwide, at 45 and 33 percent, respectively.

Dallas (No. 10) and Austin (No. 20) also appeared among the hottest metros for millionaire homeowners.

Only one Texas city appeared among RentCafe's list of the 20 fastest-growing metros for millionaire homeowners: College Station ranked 13th nationwide with a growth rate of 1,329 percent. From 2020-2024, the number of millionaire homeowners residing in College Station grew from 14 to 200.

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This article originally appeared on CultureMap.com.

Houston ranks high on best cities for small-business expansion report

business growth

For small businesses looking to expand, Houston might be the right place.

Among 56 major U.S. metros, Houston grabbed the No. 6 spot on a new list of the metros boasting the strongest environments for small-business expansion.

A 2025 report from the state comptroller’s office showed roughly 970,000 small businesses operate in the 13-county Gulf Coast region. The region includes the majority of the Houston metro area.

“Whether it’s a family-owned shop on Main Street or a fast-growing startup, small businesses power our state’s economic engine, create opportunity, and strengthen the character of every Texas community,” Kelly Hancock, who was interim state comptroller when the report was released, said in a press release.

Business lending platform Clarify Capital analyzed five factors to develop the list: job growth, business entry and exit, net job creation, and unemployment.

Overall, the Nashville area claimed the No. 1 spot on the list. Other major Texas metros also cracked the top 10, including Austin at No. 3 and Dallas-Fort Worth at No. 7.

“The highest-ranking metros combine labor-market momentum with steady business formation and relatively favorable local employment conditions,” Clarity Capital says.

The Houston metro ranked sixth for job growth, 11th for business entry rate, 38th for business exit rate, second for net job creation rate, and 50th for unemployment rate.

“For business owners, the ranking is a starting point rather than a guarantee,” Clarify Capital says. “Local demand, competition, operating costs, and access to capital still shape whether an expansion works.”

“Building enough cash-flow room for hiring, equipment, and unexpected expenses can help small and midsize business owners take advantage of a strong market without stretching the business too thin,” the company adds.

Of course, money fuels small-business expansion in the Houston area or anywhere else.

According to an analysis of SBA loan data by feasibility consulting firm MMCG, the Houston metro area saw 1,685 approvals for 7(a) loans and 101 approvals of 504 loans in the federal government’s 2025 budget year. The approval numbers for both loan categories increased from the previous year.

Altogether, the 7(a) and 505 loans exceeded $1 billion.

The data from the U.S. Small Business Administration suggests small-business expansion may be on the rise in the Houston area.

Further potential evidence of small-business expansion in the Houston area: The region experienced a 92 percent rise in account applications from 2024 to 2025 submitted to Bluevine, a small-business banking platform. The Houston metro ranked fifth for the number of Bluevine small-business applications in 2025.

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