A hard tech revolution is coming, and Houston is primed to play a role in it

diving into deep tech

At a recent virtual event, experts discussed the hard tech wave that's coming for Houston. Photo via Getty Images

The past couple decades of innovation has been largely defined by software — and its been a bit of a boom. However, lately it's become evident that it's time for hardware innovation to shine.

At the HX Venture Fund's recent conference, Venture Houston, a few hard tech innovators joined a virtual discussion on the future of hardware — and what Houston's role will be in it.

When it comes to advancing technology for humankind, Adam Sharkawy, founder and managing partner of Boston-based Material Impact, a HXVF portfolio fund, says it's time to expand the walls of what is possible.

"Unlike other types of technologies that may facilitate the possible, deep and hard technologies expand what is in the realm of the possible," he says on the panel. "Software has caught up, and we need a new deep tech wave."

And the future looks promising, as Sharkawy says he's seen hard tech grow over the past 5 to 7 years by about 22 percent. Nic Radford, president and CEO of Houston Mechatronics agrees it's time to shift the focus to hard tech.

"The Information Age was the ubiquitous manipulation of the virtual world, but now we need to uncover the ubiquitous manipulation of the physical world is," he says. "And we need to make those investments toward that."

But investments seem, at least in the recent past, harder to come by for hard tech startups compared to software companies with quick exit strategies.

"Deep tech is traditionally thought of as requiring deep pockets," Sharkawy says.

Radford says there was over $167 billion in capital deployments last year, and only 8 percent of that went to industrial or hard tech. Hardware, he says, is tougher to evaluate, they take longer to exit and are tougher to scale.

"To me that's what makes them a gold mine," Radford adds. "It's an underserved market for sure, and that's because we're tougher to evaluate."

Something to note though, he continues, is that hard tech is going to have a bigger societal impact, but maybe it's not the one with the biggest return.

"I think corporates have an special role to play in the inevitability of hard tech," Radford says. "They aren't completely motivated by financial returns."

Gaurab Chakrabarti, CEO and co-founder of Solugen, says he's had a different experience with raising funds. The Houston entrepreneur has raised over $100 million and is planning to go public soon. He's achieved this by attracting investment from the top VC funds in the country. If you zero in on these powerful funds, you can see they are dedicating more and more funds to this arena. And, he predicts, other VC funds will follow.

"This is a unique time for hardware companies to go and and raise from the top venture capitals of the world," Chakrabarti says.

The city of Houston, with its firm footing in the energy and space industries has an important role to play in this new era.

"The Houston area has all the key ingredients to be an innovation hub — no question," Sharkawy says.

The panelists identified Houston's fine education institutions, major corporations present, access to talent, and more as indicators for success. But the innovation here needs to continue to develop intentionally.

"I'd love to see Houston not try to copycat into a general tech hub," Sharkawy says. "Instead it would be great for Houston leverage its unique position as a leader in energy and space and help its constituents of more traditional energy — big corporates, for example — transform into the new frontier."

Vanessa Wyche, deputy director at NASA's Johnson Space Center, says she's seen the space industry take off as the field becomes more and more commercialized. And locally there's a lot of potential for Houston and all the resources and infrastructure that already exists.

"It's about taking what you're good at, and making it better," she says.

Each of the panelists expressed confidence in this evolving wave of hard tech — and are keeping a close watch on the major players as well as the city of Houston.

"We're going to have to get into the world and do something," Radford says. "That next wave of innovation is specifically interacting with our environment, in my opinion."

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Rice University researchers unveil new model that could sharpen MRI scans

MRI innovation

Researchers at Rice University, in collaboration with Oak Ridge National Laboratory, have developed a new model that could lead to sharper imaging and safer diagnostics using magnetic resonance imaging, or MRI.

In a study recently published in The Journal of Chemical Physics, the team of researchers showed how they used the Fokker-Planck equation to better understand how water molecules respond to contrast agents in a process known as “relaxation.” Previous models only approximated how water molecules relaxed around contrasting agents. However, through this new model, known as the NMR eigenmodes framework, the research team has uncovered the “full physical equations” to explain the process.

“The concept is similar to how a musical chord consists of many notes,” Thiago Pinheiro, the study’s first author, a Rice doctoral graduate in chemical and biomolecular engineering and postdoctoral researcher in the chemical sciences division at Oak Ridge National Laboratory, said in a news release. “Previous models only captured one or two notes, while ours picks up the full harmony.”

According to Rice, the findings could lead to the development and application of new contrast agents for clearer MRIs in medicine and materials science. Beyond MRIs, the NMR relaxation method could also be applied to other areas like battery design and subsurface fluid flow.

“In the present paper, we developed a comprehensive theory to interpret those previous molecular dynamics simulations and experimental findings,” Dilipkumar Asthagiri, a senior computational biomedical scientist in the National Center for Computational Sciences at Oak Ridge National Laboratory, said in the release. ”The theory, however, is general and can be used to understand NMR relaxation in liquids broadly.”

The team has also made its code available as open source to encourage its adoption and further development by the broader scientific community.

“By better modeling the physics of nuclear magnetic resonance relaxation in liquids, we gain a tool that doesn’t just predict but also explains the phenomenon,” Walter Chapman, a professor of chemical and biomolecular engineering at Rice, added in the release. “That is crucial when lives and technologies depend on accurate scientific understanding.”

The study was backed by The Ken Kennedy Institute, Rice Creative Ventures Fund, Robert A. Welch Foundation and Oak Ridge Leadership Computing Facility at Oak Ridge National Laboratory.

Houston-area lab grows with focus on mobile diagnostics and predictive medicine

mobile medicine

When it comes to healthcare, access can be a matter of life and death. And for patients in skilled nursing facilities, assisted living or even their own homes, the ability to get timely diagnostic testing is not just a convenience, it’s a necessity.

That’s the problem Principle Health Systems (PHS) set out to solve.

Founded in 2016 in Clear Lake, Texas, PHS began as a conventional laboratory but quickly pivoted to mobile diagnostics, offering everything from core blood work and genetic testing to advanced imaging like ultrasounds, echocardiograms, and X-rays.

“We were approached by a group in a local skilled nursing facility to provide services, and we determined pretty quickly there was a massive need in this area,” says James Dieter, founder, chairman and CEO of PHS. “Turnaround time is imperative. These facilities have an incredibly sick population, and of course, they lack mobility to get the care that they need.”

What makes PHS unique is not only what they do, but where they do it. While they operate one of the largest labs serving skilled nursing facilities in the state, their mobile teams go wherever patients are, whether that’s a nursing home, a private residence or even a correctional facility.

Diagnostics, Dieter says, are at the heart of medical decision-making.

“Seventy to 80 percent of all medical decisions are made from diagnostic results in lab and imaging,” he says. “The diagnostic drives the doctor’s or the provider’s next move. When we recognized a massive slowdown in lab results, we had to innovate to do it faster.”

Innovation at PHS isn’t just about speed; it’s about accessibility and precision.

Chris Light, COO, explains: “For stat testing, we use bedside point-of-care instruments. Our phlebotomists take those into the facilities, test at the bedside, and get results within minutes, rather than waiting days for results to come back from a core lab.”

Scaling a mobile operation across multiple states isn’t simple, but PHS has expanded into nine states, including Texas, Oklahoma, Kansas, Missouri and Arizona. Their model relies on licensed mobile phlebotomists, X-ray technologists and sonographers, all trained to provide high-level care outside traditional hospital settings.

The financial impact for patients is significant. Instead of ambulance rides and ER visits costing thousands, PHS services often cost just a fraction, sometimes only tens or hundreds of dollars.

“Traditionally, without mobile diagnostics, the patient would be loaded into a transportation vehicle, typically an ambulance, and taken to a hospital,” Dieter says. “Our approach is a fraction of the cost but brings care directly to the patients.”

The company has also embraced predictive and personalized medicine, offering genetic tests that guide medication decisions and laboratory tests that predict cognitive decline from conditions like Alzheimer's and Parkinson’s.

“We actively look for complementary services to improve patient outcomes,” Dieter says. “Precision medicine and predictive testing have been a great value-add for our providers.”

Looking to the future, PHS sees mobile healthcare as part of a larger trend toward home-based care.

“There’s an aging population that still lives at home with caretakers,” Dieter explains. “We go into the home every day, whether it’s an apartment, a standalone home, or assisted living. The goal is to meet patients where they are and reduce the need for hospitalization.”

Light highlighted another layer of innovation: predictive guidance.

“We host a lot of data, and labs and imaging drive most treatment decisions,” Light says. “We’re exploring how to deploy diagnostics immediately based on results, eliminating hours of delay and keeping patients healthier longer.”

Ultimately, innovation at PHS isn’t just about technology; it’s about equity.

“There’s an 11-year life expectancy gap between major metro areas and rural Texas,” Dieter says. “Our innovation has been leveling the field, so everyone has access to high-quality diagnostics and care, regardless of where they live.”

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