Panelists from the University of Houston and Houston Methodist discussed tech transfer challenges and opportunities for academic innovators. Photo courtesy

Groundbreaking and disruptive innovations across industries are coming out of research institutions, and their commercialization process is very different from other startups.

An expert panel within Technology transfer discussed some of the unique obstacles innovators face as they go from academia into the market — like patenting, funding, the valley of death, and more.

Missed the conversation? Here are eight key moments from the panel that took place at the University of Houston's Technology Bridge on Wednesday, May 19.

This event was hosted by InnovationMap and University of Houston.

“If your technology can immediately impact some industry, I think you should license out your technology. But if you think that the reward is much higher and does not yet match something in the industry, you should go the high risk, high reward path of doing it yourself. That’s a much more challenging. It takes years of work.”

— Hadi Ghasemi, co-founder of Elemental Coatings and Cullen associate professor in the department of mechanical engineering at the University of Houston, says on how tech transfer usually happens via those two pathways. Ghasemi explains that it also depends on the academic's passion for the product and interest in becoming an entrepreneur.

“There’s a mismatch in that you can have a really clinically impactful technology but still not have money to develop it into a product.” 

— Rashim Singh, co-founder of Sanarentero and a research assistant professor of pharmaceutics at the University of Houston College of Pharmacy, says on the different priorities from within academia and within the market.

“What I’ve seen is if you know you want to patent something, tell the right people early. Make sure you have the right players involved. Our tech office already has venture, Pharma, etc. partners that can help with the patent process.”

— Ginny Torno, administrative director of innovation and IT clinical systems at Houston Methodist

“You don’t need to be fully transparent about your technology. As a company, you need to have some secret sauce."

— Ghasemi says on the patent and paper publishing process. Academics are used to publishing their research, but when it comes to business, you need to hold some things close to the chest.

“One of the most important piece the UH Tech Bridge has provided is the wet lab space to develop these technologies a little further toward commercialization. … Wet lab is very precious space in Houston specifically because there isn’t much here.”

— Singh says on how important access to lab space is to the entrepreneur.

"“You’re starting to see more and more organizations that have innovation arms. ... There are a lot of focus on trying to make Houston another innovation hub, and I think there is more support now than even a few years ago.”

— Torno says on what's changed over the past few years, mentioning TMC3 and the Ion.

“Try to serve private capital as soon as possible. The grant money comes, and those are good and will help you prove out your technology. But once you have private money, it shows people care about your product.”

— Ghasemi says as a piece of advice for potential tech transfer entrepreneurs.

“The biggest gap is to arrange for funding — federal, private, etc. — to support during the valley of death.”

— Singh says on the struggle research-based startups, especially in drug discovery, faces as they fight to prove out their product and try to stay afloat financially.

This week's innovators to know roundup includes three experts within the tech transfer space in Houston. Photos courtesy

3 Houston innovators to know this week

who's who

Editor's note: It's a very special edition of the Monday innovators to know series. On Wednesday, all three of today's innovators will join me and InnovationMap for a panel discussing technology transfer — the process in general, what resources are available within their institutions, IP and grant writing, and so much more. Read more about the panelists below and click here to register for the free event.

Ginny Torno, Administrative Director, Innovation and IT Clinical Systems at Houston Methodist

Image courtesy

Ginny Torno has a long career at Houston Methodist, including work within research. Now, she's leading innovation initiatives at the deployment level within the hospital's technology center. Torno can speak to both the research and the implementation done within innovation at Houston Methodist.

Hadi Ghasemi, co-founder of Elemental Coatings and Cullen associate professor in the department of mechanical engineering at the University of Houston

Image courtesy

Hadi Ghasemi is Cullen associate professor in the department of mechanical engineering at UH. His research interests are in nanotechnology, surface physics, and heat transfer.

In 2018, Ghasemi co-founded Elemental Coatings, formerly SurfEllent, an anti-icing and anti-scaling coatings that aims to make the many problems associated with ice and scale buildup a thing of the past.

Rashim Singh, co-founder of Sanarentero and a research assistant professor of pharmaceutics at the University of Houston College of Pharmacy

Image courtesy

Co-founder of Sanarentero, Rashim Singh is developing therapies for gut-related diseases and disorders. Focused on her company, Singh can speak to the drug discovery process, grant writing, and more within the pharmaceutical space.

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

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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

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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.