What are health tech investors looking for these days? Thes VC experts weigh in. Photo via Getty Images

It's been a tumultuous year for health technology — and venture capital investment activity has definitely been affected. Looking toward the future, a group of panelists discussed how they are investing — and what they are looking for.

The panel, which was presented in partnership with the Houston Angel Network and Cooley for Houston Tech Rodeo, featured three investors:

  • Dennis McWilliams, partner at Santé
  • Terri Burke, venture partner at Epidarex Capital
  • Farzad Soleimani, health care partner at 1984 Ventures
Here's what these professionals consider when evaluating a potential deal.

A unique idea

The idea and solution of the med tech device or digital health company is of course of high importance for the investors.

"We really look for that unmet need. What is the innovative technology or med tech that's doing something different?" Burke says. "We try to find things that are breakthrough or disruptive that aren't one of six going after the same thing."

In light of COVID-19, the panelists discussed the advancement of remote care and telehealth. Another concern amid population growth is access to primary care doctors.

"Five years from now, we're going to be short like 60,000 to 70,000 primary care doctors," Soleimani says. "The only way we can close the gap is either to turn regular doctors into super doctors, and that's going to be driven by AI and data. ... Or, enabling other providers to act more like primary care doctors."

This type of innovation is top of mind for investors. What technology can help experts like pharmacists to provide care of this sort?

"We've seen a lot of investment going into enabling other providers to act as primary care doctors," Soleimani says. "They have the training."

A strong team

Much like startups, the people power the product growth. The panelists emphasized the importance of the potential team they'd be investing in, and it's something you learn over the diligence process.

​"You want to work with people you enjoy working with, so finding the right mix of people — whether we build it ourselves and help scale up a new company or a seasoned teams comes to us," Burke says.

For Soleimani, he is specific about making sure companies have someone in the CTO role — not just a part-time developer or contract worker.

"You need to have somebody who can build the technology — I cannot stress that enough," he says. "The process is arduous, and you're not going to get there overnight."

IP and regulatory process

Investors are looking to support protected technology, the panelists say, and most of the times they want an entrepreneur to start that process earlier than you might think.

"Investors actually care and care a lot and go pretty deep to make sure that something in the idea is protectable," Burke says.

The panelists also say they want a team that understands the regulatory process that will get the technology to scale. And investors aren't scared of investing in companies going down these paths.

"The regulatory process is often times misinterpreted — it can be your ally," Soleimani says. "Just because something needs to go through the regulatory process doesn't mean it is less attractive. It just has to be the right process for it."

McWilliams says a few years ago, maybe the process was more confusing, but nowadays companies are familiar with their options.

"For the most part, most devices know what the pathway is going to be," he explains. "If a team is telling you they don't really know what their regulatory strategy is, they probably don't know what they are doing or they don't want to tell you."

The panelists acknowledged that these regulatory processes can be costly, so factoring that into the equation is important. It's also a space where surrounding yourself with the right people is important.

"I think it's important to not only know your pathway, but also what it will take to prove that out," Burke says. "That's where physician advisers can be really valuable, as well as regulatory consultants."

The right valuation

Valuation is another factor investors consider — both valuations that are too high and too low.

"There's always this question of valuation and there's always this desire to maximize your pre-money valuation on a deal, and I would say that this can often times get you in really big trouble," McWilliams says.

Consider the market and where your company capitalization stands, McWilliams adds, and make sure there's always room on either side.

Ultimately, it depends on the investor

The panelists left the audience with advice for entrepreneurs to do their homework when reaching out to potential investors. Both what kind of companies investors fund as well as what stage they contribute to.

"It's important to know what type of investor you're speaking to," Burke says.

Starting those relationships with plenty of time is also important.

"It's hard to build a meaningful, lasting relationship with an investor if you're running of cash in two months and need a decision right away," McWilliams says.

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Houston researchers develop material to boost AI speed and cut energy use

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A team of researchers at the University of Houston has developed an innovative thin-film material that they believe will make AI devices faster and more energy efficient.

AI data centers consume massive amounts of electricity and use large cooling systems to operate, adding a strain on overall energy consumption.

“AI has made our energy needs explode,” Alamgir Karim, Dow Chair and Welch Foundation Professor at the William A. Brookshire Department of Chemical and Biomolecular Engineering at UH, explained in a news release. “Many AI data centers employ vast cooling systems that consume large amounts of electricity to keep the thousands of servers with integrated circuit chips running optimally at low temperatures to maintain high data processing speed, have shorter response time and extend chip lifetime.”

In a report recently published in ACS Nano, Karim and a team of researchers introduced a specialized two-dimensional thin film dielectric, or electric insulator. The film, which does not store electricity, could be used to replace traditional, heat-generating components in integrated circuit chips, which are essential hardware powering AI.

The thinner film material aims to reduce the significant energy cost and heat produced by the high-performance computing necessary for AI.

Karim and his former doctoral student, Maninderjeet Singh, used Nobel prize-winning organic framework materials to develop the film. Singh, now a postdoctoral researcher at Columbia University, developed the materials during his doctoral training at UH, along with Devin Shaffer, a UH professor of civil engineering, and doctoral student Erin Schroeder.

Their study shows that dielectrics with high permittivity (high-k) store more electrical energy and dissipate more energy as heat than those with low-k materials. Karim focused on low-k materials made from light elements, like carbon, that would allow chips to run cooler and faster.

The team then created new materials with carbon and other light elements, forming covalently bonded sheetlike films with highly porous crystalline structures using a process known as synthetic interfacial polymerization. Then they studied their electronic properties and applications in devices.

According to the report, the film was suitable for high-voltage, high-power devices while maintaining thermal stability at elevated operating temperatures.

“These next-generation materials are expected to boost the performance of AI and conventional electronics devices significantly,” Singh added in the release.

Houston to become 'global leader in brain health' and more innovation news

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Editor's note: The most-read Houston innovation news this month is centered around brain health, from the launch of Project Metis to Rice''s new Amyloid Mechanism and Disease Center. Here are the five most popular InnovationMap stories from December 1-15, 2025:

1. Houston institutions launch Project Metis to position region as global leader in brain health

The Rice Brain Institute, UTMB's Moody Brain Health Institute and Memorial Hermann’s comprehensive neurology care department will lead Project Metis. Photo via Unsplash.

Leaders in Houston's health care and innovation sectors have joined the Center for Houston’s Future to launch an initiative that aims to make the Greater Houston Area "the global leader of brain health." The multi-year Project Metis, named after the Greek goddess of wisdom and deep thought, will be led by the newly formed Rice Brain Institute, The University of Texas Medical Branch's Moody Brain Health Institute and Memorial Hermann’s comprehensive neurology care department. The initiative comes on the heels of Texas voters overwhelmingly approving a ballot measure to launch the $3 billion, state-funded Dementia Prevention and Research Institute of Texas (DPRIT). Continue reading.

2.Rice University researchers unveil new model that could sharpen MRI scans

New findings from a team of Rice University researchers could enhance MRI clarity. Photo via Unsplash.

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 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.” Continue reading.

3. Rice University launches new center to study roots of Alzheimer’s and Parkinson’s

The new Amyloid Mechanism and Disease Center will serve as the neuroscience branch of Rice’s Brain Institute. Photo via Unsplash.

Rice University has launched its new Amyloid Mechanism and Disease Center, which aims to uncover the molecular origins of Alzheimer’s, Parkinson’s and other amyloid-related diseases. The center will bring together Rice faculty in chemistry, biophysics, cell biology and biochemistry to study how protein aggregates called amyloids form, spread and harm brain cells. It will serve as the neuroscience branch of the Rice Brain Institute, which was also recently established. Continue reading.

4. Baylor center receives $10M NIH grant to continue rare disease research

BCM's Center for Precision Medicine Models has received funding that will allow it to study more complex diseases. Photo via Getty Images

Baylor College of Medicine’s Center for Precision Medicine Models has received a $10 million, five-year grant from the National Institutes of Health that will allow it to continue its work studying rare genetic diseases. The Center for Precision Medicine Models creates customized cell, fly and mouse models that mimic specific genetic variations found in patients, helping scientists to better understand how genetic changes cause disease and explore potential treatments. Continue reading.

5. Luxury transportation startup connects Houston with Austin and San Antonio

Shutto is a new option for Houston commuters. Photo courtesy of Shutto

Houston business and leisure travelers have a luxe new way to hop between Texas cities. Transportation startup Shutto has launched luxury van service connecting San Antonio, Austin, and Houston, offering travelers a comfortable alternative to flying or long-haul rideshare. Continue reading.

Texas falls to bottom of national list for AI-related job openings

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For all the hoopla over AI in the American workforce, Texas’ share of AI-related job openings falls short of every state except Pennsylvania and Florida.

A study by Unit4, a provider of cloud-based enterprise resource planning (ERP) software for businesses, puts Texas at No. 49 among the states with the highest share of AI-focused jobs. Just 9.39 percent of Texas job postings examined by Unit4 mentioned AI.

Behind Texas are No. 49 Pennsylvania (9.24 percent of jobs related to AI) and No. 50 Florida (9.04 percent). One spot ahead of Texas, at No. 47, is California (9.56 percent).

Unit4 notes that Texas’ and Florida’s low rankings show “AI hiring concentration isn’t necessarily tied to population size or GDP.”

“For years, California, Texas, and New York dominated tech hiring, but that’s changing fast. High living costs, remote work culture, and the democratization of AI tools mean smaller states can now compete,” Unit4 spokesperson Mark Baars said in a release.

The No. 1 state is Wyoming, where 20.38 percent of job openings were related to AI. The Cowboy State was followed by Vermont at No. 2 (20.34 percent) and Rhode Island at No. 3 (19.74 percent).

“A company in Wyoming can hire an AI engineer from anywhere, and startups in Vermont can build powerful AI systems without being based in Silicon Valley,” Baars added.

The study analyzed LinkedIn job postings across all 50 states to determine which ones were leading in AI employment. Unit4 came up with percentages by dividing the total number of job postings in a state by the total number of AI-related job postings.

Experts suggest that while states like Texas, California and Florida “have a vast number of total job postings, the sheer volume of non-AI jobs dilutes their AI concentration ratio,” according to Unit4. “Moreover, many major tech firms headquartered in California are outsourcing AI roles to smaller, more affordable markets, creating a redistribution of AI employment opportunities.”