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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2 leading Texas universities rank among world’s best for entrepreneurs

honor roll

The Lone Star State’s two biggest universities—the University of Texas at Austin and Texas A&M University—rank among the world’s best schools for entrepreneurs.

PitchBook’s annual list of the world’s top 100 universities for entrepreneurs takes into account both undergraduate and graduate programs. PitchBook analyzed more than 222,000 startup founders whose startups are VC-backed.

UT’s “unique” advantage

UT Austin landed at No. 10 on the list, down from No. 8 last year. PitchBook identified 1,002 UT-alumni founders at 948 startups. Collectively, those startups have raised $34.7 billion, according to PitchBook.

Among the 948 UT Austin-affiliated startups, these five have raised the most capital:

  • No. 1 Tucson, Arizona-based World View, $2.8 billion
  • No. 2 Austin-based Apptronik, $966 million
  • No. 3 Mountain View, California-based Lightmatter, $821 million
  • No. 4 Austin-based Function Health, $807 million
  • No. 5. San Francisco-based Niantic, $779 million

“The unique UT Austin advantage is the alignment between the university and the city,” Foundra.ai says. “Unlike schools where the campus ecosystem and the local startup scene are disconnected, Austin’s startup community actively recruits UT students and alumni, and UT programs actively send students into the local ecosystem.”

Texas A&M’s “living laboratory”

UT Austin’s biggest in-state rival, Texas A&M, appeared at No. 79 on the list, down from No. 76 last year. PitchBook tallied 317 A&M-alumni founders at 295 startups. Collectively, those startups have raised $9.8 billion, according to PitchBook.

Among the 317 A&M-affiliated startups, these five have raised the most capital:

  • No. 1 Austin-based RigUp, $817 million
  • No. 2 Austin-based ICON, $543 million
  • No. 3 Scottsdale, Arizona-based HomeLight, $413 million
  • No. 4 Everett, Washington-based Zap Energy, $326 million
  • No. 5 San Diego-based Splice Therapeutics, $320 million

A cornerstone of Texas A&M’s entrepreneurship offerings is the Center for Applied Entrepreneurship and Innovation at the Mays School of Business. The business school says the center “helps students explore, test, build, buy, and transform businesses in real markets.”

“Grounded in Texas as a living laboratory and guided by the Aggie core values, the center advances applied learning through industry engagement, AI-enabled experimentation, and collaboration across Mays and Texas A&M,” the business school says.

The most “exceptional” schools on PitchBook’s list

In announcing its rankings, PitchBook said: “Great entrepreneurs can come from anywhere, but some universities have a truly exceptional track record of attracting and producing future founders.”

The most exceptional universities, based on PitchBook’s criteria, are:

  • No. 1 University of California, Berkeley
  • No. 2 Stanford University
  • No. 3 Harvard University
  • No. 4 Cornell University
  • No. 5 Massachusetts Institute of Technology (MIT)

Planned KBR spinoff scores $1B NOAA deal for extreme weather forecasting

weather watch

Amid a major spinoff, Houston-based KBR's Mission Technology Solutions business has been awarded a five-year contract for up to $1.1 billion from NOAA’s National Weather Service to help predict and combat extreme weather conditions.

Under the follow-on Commercial Data Program National Mesonet Program (CDP NMP) contract, KBR will provide weather and observational data from commercial stations, university and research campuses, and other non-federal providers nationwide. The information collected will assist in predicting severe temperatures and high-impact weather conditions like extreme storms.

"This award underscores KBR's proven track record of delivering vital data that strengthens national forecasting capabilities," Todd May, KBR’s senior vice president of Mission Technology Solutions, said in a news release.

According to a separate release from NOAA, the contract expands upon KBR's existing relationship with the agency. KBR will work with about 70 private industry partners on services such as data recording, collection, aggregation and processing, and will lead the CDP NMP's "network of networks."

“NOAA gathers environmental information from a wide variety of sources, and a growing list of private industry partners have joined our agency to collect this vital data,” Ken Graham, director of NOAA’s National Weather Service, said in the release. “This agreement streamlines the process that turns raw data into the gold-standard forecasts that Americans depend on.”

KBR will utilize its Speed to Mission ImpactSM technology for the project to supply data from across regions, measurement types, and system configurations. Both KBR and NOAA say the expanded data collection contract will help the agency create more accurate and timely forecasts, particularly for severe weather and extreme events, while also creating a path for new weather-observation technologies.

KBR has supported the CDP NMP for more than 9 years. The program will be managed in Greenbelt, Maryland.

"We're driving expanded integration of commercial sensor and data sources into this platform and are honored to know our work helps forecasters give their communities earlier warnings and more time to prepare for dangerous weather,” May added in a release.

KBR’s Mission Technology Solutions business will be rebranded as Trinzic after its planned spin-off, the company announced last month. The spin-off is expected to close in January 2027.

Trinzic will work as an independent, publicly traded company focused on technology and engineering services for the space and national security sector. KBR will remain a separate publicly traded company that will focus on sustainable technology and services to support the energy transition.

This is the salary required to live comfortably in Texas in 2026

Money Matters

A new national report looking at the income it takes to live comfortably in each of the 50 states has revealed Texans need to earn slightly less now than a year ago.

SmartAsset analyzed what a single individual, as well as family of four, must earn to cover minimum basic needs adjusted using the 50/30/20 budgeting rule. The resulting estimate represents the annual, pre-tax income needed to live comfortably in every U.S. state.

A single, full-time worker needs to make $90,563 to live comfortably in the Lone Star State, the report found, which is down a meager 0.2 percent from last year ($90,771).

Under the 50/30/20 budgeting strategy, that means a single Texas earner would have $45,282 to spend on necessities like housing and utilities, $27,169 for discretionary spending, and $18,113 for emergencies or retirement savings.

Texas ranked 34th nationally in SmartAsset's list of states with the highest income needed for a single adult to live "in sustainable comfort" in 2026. Only five other states — Tennessee, Maryland, Louisiana, North Carolina, and Mississippi — saw a decline in the income needed to live comfortably this year.

For a family of four to live comfortably in Texas, income requirements change significantly, according to the findings. To support a two-child household, a family needs $203,424 in combined total household income to be considered financially stable. This is down slightly from 2025, when SmartAsset reported a family of four in needed $204,922 to live comfortably in Texas.

This is a comfortable lifestyle for a family of four in Texas, according to the report:

  • $101,712 dedicated to necessities and living expenses
  • $61,027 dedicated to discretionary spending
  • $40,685 dedicated to emergencies, savings, or debt repaymen

According to the report, a family of four now needs to make at least $200,000 to live comfortably in 40 U.S. states, a figure that is far out of reach for many American families.

"As housing, grocery, transportation and other essential costs pressure household budgets, earning a six-figure salary no longer guarantees financial comfort in much of the U.S.," the report said. "A single adult now needs at least $80,000 a year to live comfortably in every state, while the threshold exceeds $100,000 in nearly half of states. For a family of four, the income needed to live comfortably is as much as $329,000."

Still, earning the minimum income to live comfortably in Texas doesn't guarantee financial stability in the Lone Star State's major cities. Earlier this year, SmartAsset determined single residents in Houston need to make about $90,000 to qualify as financially stable, while families of four need around $205,000.

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This article originally appeared on CultureMap.com.