Houston health tech company scores $2.2M grant to use AI to make organ transplants smarter, more successful

future of medicine

The NIH grant goes toward TransplantAI's work developing more precise models for heart and lung transplantation. Photo via Getty Images

The National Institute of Health has bestowed a Houston medtech company with a $2.2 million Fast-Track to Phase 2 award. InformAI will use the money for the product development and commercialization of its AI-enabled organ transplant informatics platform.

Last year, InformAI CEO Jim Havelka told InnovationMap, “A lot of organs are harvested and discarded.”

TransplantAI solves that problem, as well as organ scarcity and inefficiency in allocation of the precious resource.

How does it work? Machine learning and deep learning from a million donor transplants informs the AI, which determines who is the best recipient for each available organ using more than 500 clinical parameters. Organ transplant centers and organ procurement organizations (OPOs) will be able to use the product to make a decision on how to allocate each organ in real time. Ultimately, the tool will service 250 transplant centers and 56 OPOs around the United States.

The NIH grant goes toward developing more precise models for heart and lung transplantation (kidney and liver algorithms are further along in development thanks to a previous award from the National Science Foundation), as well as Phase 2 efforts to fully commercialize TransplantAI.

"There is an urgent need for improved and integrated predictive clinical insights in solid organ transplantation, such as for real-time assessment of waitlist mortality and the likelihood of successful post-transplantation outcomes," according to the grant’s lead clinical investigator, Abbas Rana, associate professor of surgery at Baylor College of Medicine.

“This information is essential for healthcare teams and patients to make informed decisions, particularly in complex cases where expanded criteria allocation decisions are being considered," Rana continues. "Currently, the separation of donor and recipient data into different systems requires clinical teams to conduct manual, parallel reviews for pairing assessments. Our team, along with those at other leading transplant centers nationwide, receives hundreds of organ-recipient match offers weekly.”

Organ transplantation is moving into the future, and Transplant AI is at the forefront.

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InformAI has three AI-based products geared at improving health care. Photo via Getty Images

Fresh off grant, Houston health tech company's AI aims to revolutionize diagnostics, care

data-driven

In Houston, we’re lucky to have top-tier doctors in the Texas Medical Center, ready to treat us with the newest technology. But what about our family members who have to rely on rural hospitals? Thanks to one Houston company, doctors in smaller community hospitals may soon have new tools at their disposal that could improve outcomes for patients around the world.

Since InnovationMap last caught up with Jim Havelka, CEO of InformAI, two years ago, that hope has come far closer to a reality. InformAI is a VC-backed digital health company. Part of JLABS @ TMC innovation facilities, the company uses artificial intelligence to develop both diagnostic tools and clinical outcome predictors. And two of the company’s products will undergo FDA regulatory testing this year.

SinusAI, which helps to detect sinus-related diseases in CT scans, received its CE Mark — the European equivalent of FDA approval — last year and is being sold across the Atlantic today, says Havelka. He adds that in the United States alone, there are roughly 700,000 sinus surgeries that the product is positioned to support.

Another product, RadOnc-AI, is designed to help doctors prescribe radiation dose plans for head and neck cancers.

“Ideally the perfect plan would be to provide radiation to the tumor and nothing around it,” says Havelka. “We’ve built a product, RadOnc-AI, which autogenerates the dose treatment plan based on medical images of that patient.”

It can be an hours-long process for doctors to figure out the path and dose of radiation themselves, but the new product “can build that initial pass in about five minutes,” Havelka says.

That in itself is an exciting development, but because this technology was developed using the expertise of some of the world’s top oncologists, “the first pass plan is in line with what [patients would] get at tier-one institutions,” explains Havelka. This creates “tremendous equity” among patients who can afford to travel to major facilities and those that can’t.

To that end, RadOnc-AI was recently awarded a $1.55 million grant from the Cancer Prevention and Research Institute of Texas, or CPRIT, a state agency that funds cancer research. The Radiological Society of North America announced late last year that InformAI was named an Aunt Minnie Best of Radiology Finalist.

“It’s quite prestigious for our company,” says Havelka. Other recent laurels include InformAI being named one of the 10 most promising companies by the Texas Life Science Forum in November.

And InformAI is only gaining steam. A third product is earlier in its stage of development. TransplantAI will optimize donor organ and patient recipient matches.

“A lot of organs are harvested and discarded,” Havelka says.

His AI product has been trained on a million donor transplants to help determine who is the best recipient for an organ. It even takes urgency into account, based on a patient’s expected mortality within 90 days. The product is currently a fully functional prototype and will soon move through its initial regulatory clearances.

The company — currently backed by three VC funds, including DEFTA Partners, Delight Ventures, and Joyance Partners — is planning to do another seed round in Q2 of 2023.

“We’ve been able to get recognized for digital health products that can be taken to market globally,” says Havelka.

But what he says he’s most excited about is the social impact of his products. With more money raised, InformAI will be able to speed up development of additional products, including expanding the cancers that the company will be targeting. And with that, more and more patients will one day be treated with the highest level of care.

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Houston VC funding surged in Q1 2025 to highest level in years, report says

by the numbers

First-quarter funding for Houston-area startups just hit its highest level since 2022, according to the latest PitchBook-NVCA Venture Monitor. But fundraising in subsequent quarters might not be as robust thanks to ongoing economic turmoil, the report warns.

In the first quarter of 2025, Houston-area startups raised $544.2 million in venture capital from investors, PitchBook-NVCA data shows. That compares with $263.5 million in Q1 2024 and $344.5 million in Q1 2023. For the first quarter of 2022, local startups nabbed $745.5 million in venture capital.

The Houston-area total for first-quarter VC funding this year fell well short of the sum for the Austin area (more than $3.3 billion) and Dallas-Fort Worth ($696.8 million), according to PitchBook-NVCA data.

While first-quarter 2025 funding for Houston-area startups got a boost, the number of VC deals declined versus the first quarters of 2024, 2023 and 2022. The PitchBook-NVCA Monitor reported 37 local VC deals in this year’s first quarter, compared with 45 during the same period in 2024, 53 in 2023, and 57 in 2022.

The PitchBook-NVCA report indicates fundraising figures for the Houston area, the Austin area, Dallas-Fort Worth and other markets might shrink in upcoming quarters.

“Should the latest iteration of tariffs stand, we expect significant pressure on fundraising and dealmaking in the near term as investors sit on the sidelines and wait for signs of market stabilization,” the report says.

Due to new trade tariffs and policy shifts, the chances of an upcoming rebound in the VC market have likely faded, says Nizar Tarhuni, executive vice president of research and market intelligence at PitchBook.

“These impacts amplify economic uncertainty and could further disrupt the private markets by complicating investment decisions, supply chains, exit windows, and portfolio strategies,” Tarhuni says. “While this may eventually lead to new domestic investment and create opportunities, the overall environment is facing volatility, hesitation, and structural change.”

Expert: Texas is building a cybersecurity wall — but it needs more bricklayers

Guest Column

Texas has always been a state that thinks in terms of scale. Big energy, big ambitions and now, big action in cybersecurity.

With the creation of the Texas Cyber Command under the Department of Information Resources, the state is recognizing what many of us in the industry have long understood: cybersecurity is not just an IT issue, it's a matter of public safety and economic resilience. Protecting municipal systems, schools, and critical energy infrastructure from cyber threats is no longer optional. It is essential.

For these efforts to succeed, Texas must invest as much in people as it does in technology. Without a capable, well-trained workforce to carry out the mission, even the strongest cyber strategies will struggle to hold the line.

The scope of the threat

Cyberattacks are not theoretical. In the last year alone, several cities in Texas experienced major ransomware attacks. One incident in Fort Worth took down core city systems, affecting everything from email access to permitting operations. The ripple effects were significant.

The energy sector is also under constant pressure. As a cornerstone of both the Texas and national economy, the it is a high-value target. Hackers are probing systems that manage oil, gas, and renewable energy infrastructure, looking for weaknesses that could be exploited to steal data or disrupt operations.

Texas has responded by centralizing its cyber incident response capabilities. The Texas Cyber Command is a smart step forward. It brings coordination and focus to an increasingly complex landscape. But its effectiveness will depend entirely on the professionals tasked with doing the work. And that’s where the challenge lies.

The workforce gap

Across the U.S., there are an estimated 400,000 unfilled cybersecurity positions. In Texas, more than 40,000 roles remain vacant, according to CyberSeek. These are not just numbers in a report. They represent a growing vulnerability with gaps in frontline defenses against real and persistent threats.

We cannot afford to rely solely on traditional pathways to fill this gap. Four-year degree programs are important, but they are not designed to scale fast enough or flexibly enough to meet today’s needs. Instead, we need to broaden our view of what a cybersecurity talent pipeline looks like and who it includes.

There needs to be an expanded focus on practical, skills-based training that takes high-aptitude individuals, including those from non-traditional backgrounds, and prepares them for success in cybersecurity careers through rigorous hands-on training that reflects the demands of real-world cyber roles. With the right structure and support, people from all walks of life are already proving they can become capable defenders of our digital infrastructure.

The same entrepreneurial spirit that drives innovation in other sectors can be applied to cybersecurity workforce development. We don’t have to wait years to grow the next generation of defenders. We can do it now, with the right focus and investment.

Texas has taken a critical first step by creating the Cyber Command, but if we want to build lasting resilience, we need to address the workforce bottleneck head-on. Cybersecurity needs more than tech…it needs talent.

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Dean Gefen is theCEO, NukuDo, a San Antonio-based cybersecurity workforce development and staffing company.

Rice Business Plan Competition doles out $2M to 2025 student teams

big winners

Celebrating its 25th year, the Rice Alliance for Technology and Entrepreneurship hosted the celebrated Rice Business Plan Competition this month, doling out more than $2 million in investment and cash prizes to the top-performing teams.

“For 25 years, the Rice Business Plan Competition has helped shape how Rice Business shows up in the world by creating a platform where student-entrepreneurs can tackle some of the most complex challenges of our time in energy, in health care, in technology and beyond,” Peter Rodriguez, dean of Rice Business, the presenting sponsor of the event, said in a news release. “If we’re serious about changing the world — and I believe we are — then it’s our responsibility to open doors for students everywhere to imagine bold solutions and build what comes next.”

Over the course of the three-day event, the 42 startups competing this year from colleges or universities around the world presented their plans before more than 300 angel, venture capital, and corporate investors. The teams were selected from the event’s largest applicant pool to date and represented 34 universities across four countries, according to Rice. Winners were announced at the company showcase and awards ceremony April 12 in downtown Houston.

Seven finalists were selected, though each team left the competition with some form of funding, according to Rice. The University of Michigan's Intero Biosystems was the star of the show, bringing home both the top-place finish and the largest total investment. Rice's own Pattern Materials also had a strong showing, placing fourth in the pitch competition and also earning the fourth-highest investment total.

Here are the teams that won big in 2025. See a full list of winners and prizes here.

Intero Biosystems, University of Michigan - $902,000

The team finished in first place for its GastroScreen, the first stem cell-driven human “mini gut” that is ideal for organ function testing before testing on humans, and also claimed the largest total investments among the competition.

$150,000 Goose Capital Investment Grand Prize
$250,000 Goose Capital Investment Prize
$200,000 The OWL Investment Prize
$100,000 Houston Angel Network Investment Prize
$100,000 nCourage Investment Network’s Courageous Women Entrepreneur Investment Prize
$100,000 Investment Prize from Nancy Chang
$1,000 Mercury Elevator Pitch Competition - Overall Winner
$1,000 Anbarci Family Company Showcase Prize
TMC Innovation Healthcare Accelerator Bootcamp Invitation Prize

MabLab, Harvard University – $301,500

The team placed second for its rapid test capable of detecting multiple adulterants in laced drugs and spiked drinks.

$100,000 Investment Prize, sponsored by David Anderson, Anderson Family Fund, Jon Finger and Finger Interests
$100,000 The Indus Entrepreneurs (TiE) Texas Angels Investment Prize
$25,000 nCourage Investment Network’s Courageous Women Entrepreneur Investment Prize
$50,000 Valhalla Investment Network Investment Prize
$25,000 The Eagles Investor Investment Prize
$500 Mercury Elevator Pitch Competition - Life Science*
$1,000 Anbarci Family Company Showcase Prize

re.solution, RWTH Aachen University — $76,500

The team placed third for its water-based technology that recycles polyesters without generating salt waste, making textile recycling viable.

$50,000 Investment Prize, sponsored by David Anderson, Anderson Family Fund, Jon Finger and Finger Interests
$25,000 Pearland EDC Spirit of Entrepreneurship Cash Prize
$500 Mercury Elevator Pitch Competition - Energy/Cleantech
$1,000 Anbarci Family Company Showcase Prize

Pattern Materials, Rice University – $134,500

The Houston-based team placed fourth for its laser-induced graphene technology that can be rapidly performed, enabling low-cost, scalable production of the material.

$5,000 prize, sponsored by Norton Rose Fulbright
$50,000 Valhalla Investment Network Investment Prize
$25,000 Pearland EDC Spirit of Entrepreneurship Cash Prize
$25,000 New Climate Ventures Sustainable Investment Prize
$25,000 Amentum and WRX Companies Rising Stars Space Technology and Commercial Aerospace Cash Prize
$500 Mercury Elevator Pitch Competition - Hard Tech
$1,000 Anbarci Family Company Showcase Prize
$3,000 Venture Builder Innovation Prizes

Xatoms, Western University and University of Toronto — $30,000

The team placed fifth for its AI- and quantum-driven platform for discovering solar-activated semiconductor materials.

$5,000 prize, sponsored by EY
$25,000 nCourage Investment Network’s Courageous Women Entrepreneur Investment Prize

Mito Robotics, Carnegie Mellon University— $5,000

The team placed sixth for its automated manual cell culture with AI-powered robotic scientists for life science research

$5,000 prize, sponsored by Chevron Technology Ventures

FarmSmart.ai, LSU – $106,000

The team placed seventh for its AI—driven assistant that synthesizes vast agricultural research into actionable, tailored intelligence, but earned the fifth-most investments among the group.

$5,000 prize, sponsored by Shell Ventures
$100,000 The OWL Investment Prize
$1,000 Anbarci Family Company Showcase Prize
Edward H. Molter Memorial Prizes for Wildcard Round - 1st place - Advance to Finals

Other significant awards

GreenLIB Materials, University of Ottawa – $152,000

$150,000 Goose Capital Investment Prize
$2,000 Venture Builder Innovation Prizes

Microvitality, Tufts University – $26,500

$25,000 Southwest National Pediatric Device Consortium Pediatric Device Cash Prize
$1,500 Edward H. Molter Memorial Prizes for Wildcard Round - 3rd place overall in WC

Nanoborne, University of Texas at Austin - $25,000

$25,000 NOV Golden Ticket to Supernova Accelerator and Cash Prize

Last year, the Rice Business Plan Competition facilitated over $1.5 million in investment and cash prizes. MesaQuantum from Harvard University landed the highest total investment last year, although it was not named a finalist. Protein Pints from Michigan State University won the pitch competition.

According to Rice, 910 startups have raised more than $6.9 billion in capital through the competition over the last 25 years.

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