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.

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AI-powered Houston startup helps restaurants boost customer loyalty

order up

It’s no secret that restaurant trends move fast and margins run thin. And with the proliferation of platforms like Uber Eats, DoorDash and Easy Cater, customer loyalty is fleeting.

The solution?

How about an AI-powered restaurant technology platform that helps restaurant brands cut back on third-party platforms in favor of driving direct discovery, conversion and loyalty?

Enter Saivory. Founded in 2025 by Stephen Klein, a software investor, and Fajita Pete’s restaurateur Hugh Guill, the Houston-based startup aims to help eateries better understand and activate guest behavior across digital channels as AI increasingly reshapes how consumers discover and engage with brands.

In less than a year, Saivory has partnered with Shipley Do-Nuts and Fajita Pete’s to bring AI-powered ordering to life.

“With Saivory, we were able to answer the question of, ‘what if the ordering process could be reduced to a single step, where customers simply tell us what they want and AI takes care of the rest?’” Klein tells InnovationMap.

The Houston-based startup made such an immediate impact that it was selected as a semi-finalist during Start-Up Alley at MURTEC, the restaurant industry’s leading technology conference, which took place last month in Las Vegas.

“Houston is a great hub for technology innovation, and we were proud to represent the city at MURTEC this year,” says Klein. “We didn’t win, but we were able to talk about some of the work that we have existing in the market for clients right now and a little bit about what we’re working on in the future.”

In the current restaurant technology ecosystem, the third-party aggregators own the customer attention that brings volume to restaurants, while also taking big commissions and having control over the end relationships with the customer.

That can often make it difficult for restaurants to grow loyalty and repeat business from customers. Saivory aims to level the playing field for restaurants, helping them stay more connected to their customers.

Take Saivory’s recent application with Shipley’s Do-Nuts, for example.

Saivory powered the donut giant’s AI-ordering and launched Shipley's website and mobile app to support its over 300 locations in Texas alone.

Shipley’s new AI-powered assistant helps users create personalized order recommendations based on individual or group preferences. And unlike standard chatbox features, the new assistant makes custom recommendations based on multiple customer factors, including budgetary habits, individual flavor preferences and order size. It can also be used for large catering orders.

“They're seeing more traffic to the site and they're seeing when customers use our AI-enabled flows,” Klein says. “And they're seeing higher basket sizes, bigger tickets, by about 25 percent.”

Klein says Saivory’s technology helps strengthen first-party digital relationships, reduce friction and cart abandonment, improve average order value, and delivers personalized, efficient experiences.

“It’s a win-win: the customer gets the right order quickly, while the restaurant gets a bigger margin,” he adds.

Additionally, the technology makes it easier for restaurants to share rewards, loyalty and discounts, ultimately growing more direct traffic and making restaurants less reliant on third-party delivery apps.

Next up for Saivory is adding new components to its platform to enhance the relationship between restaurant and customer, as well as technology around making it easier for restaurants to get found on Google.

“A lot of people are still searching for the best donuts near me,” Klein says. “Or what’s the best Mexican food near me? Customers will increasingly move to AI, where they’re going to ask where they should eat dinner and expect it to just order them dinner. They will eventually expect the technology to know how to do that. So that’s what we’re driving at.”

Houston leads U.S. in population growth for 2025, Census says

Boomtown

Imagine that the Houston metro area swallowed a city the size of Pearland in just one year. That’s essentially what happened from 2024 to 2025, with the Houston metro ranking first in the U.S. for population growth based on the number of people.

New estimates from the U.S. Census Bureau show the 10-county Houston metro added 126,720 residents from July 1, 2024, to July 1, 2025. That’s just shy of Pearland’s roughly 133,000-resident tally.

To calculate population, the Census Bureau counts births, deaths, new residents, and moved-away residents.

Region’s population approaches 8 million

On July 1, 2025, the Houston metro’s population hovered slightly above 7.9 million, up 1.6 percent from the same time in 2024. In the very near future, the region’s population should break the eight million mark.

This follows massive growth in the past 20 years. From 2005 to 2025, the region’s population soared by 39 percent. By comparison, the growth rate from 2021 to 2025 sat at nine percent.

A forecast from the Texas Demographics Center indicates that under a middle-of-the-road scenario, the Houston metro’s population will reach nearly 8.5 million in mid-2030 and more than 9.5 million in mid-2040.

Dan Potter, director of Rice University’s Houston Population Research Center, attributes much of the region’s population surge to people moving to the area from outside the U.S. In Harris County, this means a combination of military personnel returning home, people living or working overseas coming back to the U.S., and immigrants relocating to the U.S., he tells CultureMap.

But Harris County fell short from 2024 to 2025 when it comes to people moving here from elsewhere in the U.S., according to Potter. Counties surrounding Harris County benefited from that trend, drawing new residents who preferred to settle in the suburbs.

“The incredible pull and attraction of the Houston area is its economy, its people, and its affordability, and the significant growth that was observed in 2024 and again in 2025 speaks to the magnetism of the region,” Potter says. “That pull to Houston is too strong to be turned off overnight.”

Cooling economy and immigration shifts slow down growth

Whether looking at urban or suburban places, population growth in the Houston area slowed in 2025 and appears to be slowing even more this year, Potter says.

“A cooling economy and changes to immigration policy are a one-two combination that could knock out the region’s population growth,” says Potter, citing the region’s addition of a less-than-expected 14,800 jobs in 2025 as an example.

Weaker population growth may not be felt evenly across the metro area, according to Potter.

A continuing influx of people from Houston to outlying counties such as Brazoria, Fort Bend, Liberty, Montgomery, and Waller could curb growth in Harris County, Potter said. Why? If the number of people arriving from other other countries flattens or even drops, then there could be “doughnut-style population growth for the next few years, where Harris County and Houston see declines while the suburban counties see an increase.”

Harris County represents 40 percent of region’s population lift

Houston-anchored Harris County accounted for almost 40 percent of the region’s population spike from 2024 to 2025. In one year, Harris County grew by 48,695 residents, or 1 percent, pushing its population past five million. That increase put Harris County in first place for numeric growth (rather than percentage growth) among all U.S. counties.

From 2020 to 2025, Harris County’s growth rate was 6.6 percent. It remains the country’s third largest county based on population, behind Southern California’s Los Angeles County and Illinois’ Chicago-anchored Cook County.

Harris County is on track to surpass Cook County in size in the near future. As of July 1, 2025, a nearly 150,000-resident gap separated population-losing Cook County and fast-growing Harris County.

The Texas Demographics Center predicts Harris County’s population will be 5.37 million in mid-2030 and just short of six million in mid-2040.

Suburban counties see significant population gains

Harris County isn’t the only county in the area that experienced a growth spurt from 2024 to 2025:

  • Waller County’s population climbed 5.69 percent, winding up at 69,858. Its growth rate ranked second among U.S. counties.
  • Liberty County’s population rose 4.4 percent to 121,364, putting its growth rate in eighth place among U.S. counties.
  • Montgomery County gained 30,011 residents, with its population landing at 781,194. That placed it at No. 4 among U.S. counties for numeric growth.
  • Fort Bend County picked up 24,163 residents, arriving at a total of 975,191 and positioning it at No. 8 among U.S. counties for numeric growth. Fort Bend County, the region’s second largest county based on population, is projected to break the one million-resident mark by July 2030, according to the Texas Demographics Center.

“Lower mortgage rates from 2009 to 2022 and the rise of remote work have made suburban housing more attractive, especially for families seeking affordability,” Pramod Sambidi, the Houston-Galveston Area Council’s assistant director of data analytics and research, said last year. “Additionally, suburban areas are seeing more multifamily developments than before the pandemic.”

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This article originally appeared on CultureMap.com.

5 Houston-area companies named among world's most innovative for 2026

In The Spotlight

Led by Conroe-based Hertha Metals, five organizations in the Houston area earned praise on Fast Company’s list of the World’s Most Innovative Companies of 2026.

Hertha Metals ranked No. 1 in the manufacturing category.

Last year, Hertha unveiled a single-step process for steelmaking that it says is cheaper, more energy-efficient and just as scalable as traditional steel manufacturing. It started testing the process in 2024 at a one-metric-ton-per-day pilot plant.

At the same time, Hertha announced more than $17 million in venture capital funding from investors such as Breakthrough Energy, Clean Energy Ventures, Khosla Ventures, and Pear VC.

“We’re not just reinventing steelmaking; we’re redefining what’s possible in materials, manufacturing, and national resilience,” Laureen Meroueh, founder and CEO of Hertha, said at the time.

Meroueh was also recently named to Inc. Magazine's 2026 Female Founders 500 list.

Hertha, founded in 2022, says traditional steelmaking relies on an outdated, coal-based multistep process that is costly, and contributes up to 9 percent of industrial energy use and 10 percent of global carbon emissions.

By contrast, Hertha’s method converts low-grade iron ore into molten steel or high-purity iron in one step. The company says its process is 30 percent more energy-efficient than traditional steelmaking and costs less than producing steel in China.

Last year, Hertha said it planned to break ground in 2026 on a plant capable of producing more than 9,000 metric tons of steel per year. In its next phase, the company plans to operate at 500,000 metric tons of steel production per year.

Here are Fast Company’s rankings for the four other Houston-area organizations:

  • Houston-based Vaulted Deep, No. 3 in catchall “other” category.
  • XGS Energy, No. 7 in the energy category. XGS’ proprietary solid-state geothermal system uses thermally conductive materials to deliver affordable energy anywhere hot rock is located. While Fast Company lists Houston as XGS’ headquarters, and the company has a major presence in the city, XGS is based in Palo Alto, California.
  • Houston-based residential real estate brokerage Epique Realty, No. 10 in the business services category. Epique, which bills itself as the industry’s first AI brokerage, provides a free AI toolkit for real estate agents to enhance marketing, streamline content creation, and improve engagement with clients and prospects.
  • Texas A&M University’s Nanostructured Materials Lab in College Station. The lab studies nano-structured materials to make materials lighter for the aerospace industry, improve energy storage, and enable the creation of “smart” textiles.
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This article first appeared on our sister site, EnergyCapitalHTX.com.

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