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

data-driven

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

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.

This week's roundup of Houston innovators includes Jim Havelka of InformAI, Christa Westheimer of New Stack Ventures, and Charles Turner of Kare Technologies. Courtesy photos

3 Houston innovators to know this week

who's who

Editor's note: In the week's roundup of Houston innovators to know, I'm introducing you to three innovators recently making headlines — from health tech founders to a venture capital rising star.

Jim Havelka, founder and CEO of InformAI

Jim Havelka, founder and CEO of InformAI, joins the Houston Innovators Podcast to discuss the difference his technology can make on the health care industry. Photo courtesy of InformAI

InformAI is providing solutions for data optimizations in health care — something that'll allow for better diagnoses and treatment. Jim Havelka shares on the Houston Innovators Podcast last week that his company's success is due to being headquartered in Houston and tied to the Texas Medical Center. The company's team works out of JLABS @ TMC as well as TMC Innovation Institute.

"Those relationships have been very helpful in getting data to build these particular products," Havelka says. "Just the Texas Medical Center alone has roughly 10 million patient encounters every year. The ability to get access to data and, equally important, the medical experts has been a tremendous benefit to InformAI." Click here to read more and stream the podcast.

Christa Westheimer, venture fellow at New Stack Ventures

Need an in with a venture capital firm? This Houstonian has an idea. Photo courtesy

As a venture fellow, Christa Westheimer — who's a student at Rice University — works hard to find startups working on the next great thing. And she realizes there are so many Houston startups seeking funding, so she has some advice: get in touch.

"During my tenure as a venture fellow, I have been sifting through online resources — from Crunchbase and AngelList to LinkedIn — with the hopes of finding a really neat startup that would earn an investment from New Stack Ventures," she writes in a guest column for InnovationMap. Click here to read more.

Charles Turner, founder of Kare Technologies

Charles Turner founded Kare Technologies on the heels of a crisis — and the pandemic has accelerated the company's growth. Photo courtesy of Kare

Charles Turner saw an inefficiency in senior health care staffing — even before the industry was rocked by a pandemic. He founded Kare Technologies to use software to address this problem. In light of COVID-19, the need for better staffing solutions grew across industries and Kare expanded its features to reach hotel and restaurant workers.

"We'd always plan on doing this, and with the advent of COVID we accelerate our development on the hospitality side," Turner says. Click here to read more.

Jim Havelka, founder and CEO of InformAI, joins the Houston Innovators Podcast to discuss the difference his technology can make on the health care industry. Photo courtesy of InformAI

Houston health tech founder shares the monumental impact data can have on health care

HOUSTON INNOVATORS PODCAST EPISODE 68

Hospitals are processing massive amounts of data on a daily basis — but few are optimizing this information in life-saving capacities. A Houston company is seeking to change that.

InformAI has created several tech products to allow hospitals to tap into their data for game-changing health care.

"The convergence of technology, data, and deep learning has really opened up an avenue to look at large volumes of information and look at patterns that can be helpful in patient diagnosis and treatment planning," says CEO Jim Havelka on this week's episode of the Houston Innovators Podcast.

The InformAI team has developed two platforms that each of the company's tech products works within. One focuses on medical images and looks for subtle patterns of a medical condition, while the other can datamine patient information to identify patient risk predictors.

Currently, InformAI's sinusitis-focused product is undergoing Food and Drug Administration approval. About a quarter of the population has sinus-related issues, and the technology can help treatment and diagnosis, Havelka says.

"The data that we train our algorithms on are equivalent of 30 careers of a typical ear, nose, and throat surgeon. We see 30 times more patients in our training set than an ENT physician would see in a lifetime," Havelka says. "Being able to bring into play the patterns and unique subtleties that this data can bring into the decision making only makes the ENT more productive and more efficient, as well as creates better outcomes for patients."

InformAI has received venture capital support as well as a National Science Foundation award to advance its work. The company hopes to introduce a new round of funding later this year.

Havelka doesn't mince words when it comes to the importance of InformAI being located in Houston. The company's team works out of JLABS @ TMC as well as TMC Innovation Institute.

"Those relationships have been very helpful in getting data to build these particular products," Havelka says. "Just the Texas Medical Center alone has roughly 10 million patient encounters every year. The ability to get access to data and, equally important, the medical experts has been a tremendous benefit to InformAI."

Havelka discusses more about the revolutionary technology InformAI is working on — as well as advice he has for other health tech founders — on the episode. Listen to the full interview below — or wherever you stream your podcasts — and subscribe for weekly episodes.


It might come as no surprise that Houston, home to the largest medical center in the world, has many impressive health startups. Photo by Dwight C. Andrews/Greater Houston Convention and Visitors Bureau

4 Houston health startups to look out for

Health tech

Houston's growing life sciences industry has been a topic of discussion of late — and it's pretty obvious why.

In March, Houston was named the No. 2 top city for an emerging life sciences market, according to CBRE data. Houston was also named the No. 2 city for STEM jobs, per a report from American Enterprise Institute's Housing Center, which cited the city's growing life science industry as a factor. Even Amazon, which recently opened a Tech Hub in Houston, credited the city's life sciences as a reason for Houston's selection.

In fact, according to a report from the Greater Houston Partnership, Houston has over a fifth of the nation's clinical trials last year. With health care innovation abound in town, here are four startups to keep an eye on.

Integrated Bionics

Stephane Smith wants his company, Integrated Bionics, and its sports tech sensor to be a big win for Houston. Courtesy of Integrated Bionics

It may have taken a couple attempts, but Stephane Smith has created a booming sports wearable business that ships products across the United States and the world. Integrate Bionics produces the Titan Sensor — a wearable device that syncs GPS with video and provides athletic metrics at an attainable price. Most of the company's customers are soccer teams primarily in the collegiate space — with some professional and even youth teams. Smith says the company has a firm footing within soccer because that's where this technology really started.

With fresh funds from Houston-based Work America Capital, Integrated Bionics is on a path to scale and grow its product's capabilities.

"We're going to continue relentless innovation — doing things that no one is expecting and helping coaches with things not even on the radar," Smith tells InnovationMap. "We'll going to be rolling out new capabilities and features that have traditionally been relegated to high-end systems or that haven't even existed before."

Read more about Integrated Bionics here.

InformAI

InformAI can use its data technology to help doctors with preventative care and diagnoses. Courtesy of InformAI

Health care is one of the industries where data management might get a "needs improvement" on its report card. Hospitals everywhere have tons of data, and they aren't using it to their full potential. Houston-based InformAI is looking to change this within the Texas Medical Center.

Jim Havelka, founder and CEO, started the company in 2017, and created a new technology that allows hospitals and medical establishments better access to its own data – which translates into more effective diagnoses and preventative care. Havelka saw a need within the medical industry for this type of service.

"There were several things missing," says Havelka. "One was access to very large data sets, because it wasn't really until the last five or 10 years that digitalization of data, especially in the healthcare vertical became more widespread and available in a format that's usable. The second convergence was the technology, the ability to process very large data sets."

Read more about InformAI here.

Mental Health Match

Ryan Schwartz realized online dating was easier than finding a therapist. He created a tool to change that. Courtesy of Mental Health Match

If only finding a therapist was as easy as finding a date in a world where dating apps are a dime a dozen. Ryan Schwartz realized as he sat in a coffee shop with a friend making a connection online, it should be that easy.

"In two minutes she could have a profile matching her with a partner potentially for the rest of her life and I was sitting there for hours and hours trying to find a therapist," he recalls. "I thought it should be easier to find a therapist than a life partner. That's what sent me on my journey."

That journey reached a watershed last month when Schwartz launched Mental Health Match, a website designed to pair patients with their ideal therapist. The idea gained traction as Schwartz described it to people he met and found that many said they had experienced similar difficulties in finding the right practitioner for their needs.

Read more about Mental Health Match here.

Lazarus 3D

Lazarus 3D is using 3D printing to help advance surgeons' skills. Photo via laz3d.com

It's 2019 and surgeons are still using the same training tools they have used for decades: produce.

Two Baylor College of Medicine-educated doctors thought that sewing up grapes and slicing bananas was a bit antiquated. Drs. Jacques Zaneveld and Smriti Agrawal Zaneveld founded Lazarus3D to build a better training model — and layer by layer, they created models of abs and ribs and even hearts with a 3D printer.

"We adapted pre-existing 3D printing technology in a novel proprietary way that allows us to, overnight, build soft, silicone or hydrogel models of human anatomy," says Jacques, who serves as CEO. "They can be treated just like real tissue."

Read more about Lazarus 3D here.

This four Houstonians saw a need in their industries and — rather than accepting the status quo — found a solution. Courtesy photos

4 Houston innovators to know this week

Who's who

The crux of innovation is identifying a problem and using your skills to ideate a solution. Each of these four innovators had their "aha" moments that led to their research and development moments, and now to where they are today.

Smriti Agrawal Zaneveld and Jacques Zaneveld, founders of Lazarus 3D

Photo courtesy of Lazarus 3D

It seemed a little antiquated that surgeons were still practicing their techniques on various fruits. Baylor College of Medicine-educated Drs. Jacques Zaneveld and Smriti Agrawal Zaneveld founded Lazarus3D in 2014 to build a better training model — and layer by layer, they created models of abs and ribs and even hearts with a 3D printer.

"We adapted pre-existing 3D printing technology in a novel proprietary way that allows us to, overnight, build soft, silicone or hydrogel models of human anatomy," says Jacques, who serves as CEO. "They can be treated just like real tissue."

Read the full story here.

Guy de Carufel, founder and CEO of Cognitive Space

Photo courtesy of Guy du Carufel

Guy du Carufel knows that in just a matter of years, there will be so many satellites orbiting the early and collecting data, there's not going to be enough people to monitor them. And, frankly, people shouldn't have to. That's why du Carufel created an artificial intelligence-enabled, cloud-based technology that can track and manage each of these satellite clusters on behalf of the cluster's owner.

"We're currently at an inflection point where the satellite industry is expected to grow up to five folds in the next 10 years because of the large companies building up these satellites," du Carufel says. "There are around 2,000 satellites active right now, and that's expected to grow to over 10,000 in the next 10 years."

Read the full story here.

Jim Havelka, founder and CEO of InformAI

Photo courtesy of InformAI

Hospitals and medical centers can be tough places to keep track of data — but that doesn't have to be the case. Jim Havelka founded InformAI to help doctors and health care providers tap into their data to provide better diagnoses and preventative care.

"There were several things missing," says Havelka. "One was access to very large data sets, because it wasn't really until the last five or 10 years that digitalization of data, especially in the health care vertical became more widespread and available in a format that's usable. The second convergence was the technology, the ability to process very large data sets."

InformAI can use its data technology to help doctors with preventative care and diagnoses. Courtesy of InformAI

Houston artificial intelligence startup aims to impact medical field

Data driven

A Houston-based startup has a new technology that allows hospitals and medical establishments better access to its own data – which translates into more effective diagnoses and preventative care.

InformAI — founded by Jim Havelka, CEO, in 2017 — is introducing the technology to the Texas Medical Center. Havelka saw a need within the medical industry for this type of service.

"There were several things missing," says Havelka. "One was access to very large data sets, because it wasn't really until the last five or 10 years that digitalization of data, especially in the healthcare vertical became more widespread and available in a format that's usable. The second convergence was the technology, the ability to process very large data sets."

InformAI currently offers four unique solutions using artificial intelligence and deep learning algorithms: Paranasal Sinus Classifier; Brain Cancer Classifier; Patient Outcome Predictors; and Surgical Risk Predictors.

According to the website, both medical image classifiers assist physicians in detecting the presence of medical conditions. The Paranasal Sinus Classifier detects and distinguishes medical conditions prevalent in the paranasal sinuses. The classifier assists physicians by evaluating sinus medical conditions at the point of care, speeding up radiologist workflow by flagging medical conditions for further review, and providing a triage of pending sinus patient study reviews. The Brain Cancer Classifier focuses on several tumor types and has the potential to provide radiologists and surgeons with additional insights to inform their diagnoses and treatment plans.

In addition to the classifier solutions, the predictors are also key to patient care, as InformAI patient outcome predictors evaluate the risk of adverse outcomes from a surgical procedure.

"Our data set has 275,000 surgical procedures that we can use to look for patterns, and then use that to understand how a patient may react to going through that surgical procedure and that's a very valuable input to surgeons," Havelka tells InnovationMap. Patient outcome risks include mortality, stroke, prolonged ventilation, infection, re-operation, and prolonged hospitalization.

"The innovation is the ability to use artificial intelligence to augment the capabilities of the physician and flag diagnostics for them to consider," says Havelka. "For example, one of our image classifiers that reads three-dimensional CT head scans has the equivalent of thirty lifetimes of an ENT contained in the AI labeled training dataset. It would take thirty lifetimes of an ENT to see that same number of scans and associated disease state patterns. InformAI currently has 10 full-time employees and works with radiologists-in-residence in building solutions and conducting research. The startup partners with the Texas Medical Center, Nvidia, Amazon, and Microsoft.

"They're quite interested in what we've built because it's really cutting edge technology that we're doing," Havelka tells InnovationMap.

Havelka and his team also work with some of the largest physician groups and imaging companies in the country to build products. "At the end of the day our core competency is the ability to take data, medical images or patient data, and put it into a usable format to assist physicians in making better treatment decisions for patients," says Havelka. "We can flag and detect patterns, disease states, and risk profiles that can improve the decision making of the physicians for the patient.

InformAI has plans to fundraise this year, with a goal of raising $5 million to $6 million in a round.

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Tech giant Apple doubles down on Houston with new production facility

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Tech giant Apple announced that it will double the size of its Houston manufacturing footprint as it brings production of its Mac mini to the U.S. for the first time.

The company plans to begin production of its compact desktop computer at a new factory at Apple’s Houston manufacturing site later this year. The move is expected to create thousands of jobs in the Houston area, according to Apple.

Last year, the Cupertino, California-based company announced it would open a 250,000-square-foot factory to produce servers for its data centers in the Houston area. The facility was originally slated to open in 2026, but Apple reports it began production ahead of schedule in 2025.

The addition of the Mac mini operations at the site will bring the footprint to about 500,000 square feet, the Houston Chronicle reports. The New York Times previously reported that Taiwanese electronics manufacturer Foxconn would be involved in the Houston factory.

Apple also announced plans to open a 20,000-square-foot Advanced Manufacturing Center in Houston later this year. The project is currently under construction and will "provide hands-on training in advanced manufacturing techniques to students, supplier employees, and American businesses of all sizes," according to the announcement. Apple opened a similar Apple Manufacturing Academy in Detroit last year.

Apple doubles down on Houston with new production facility, training center Photo courtesy Apple.

“Apple is deeply committed to the future of American manufacturing, and we’re proud to significantly expand our footprint in Houston with the production of Mac mini starting later this year,” Tim Cook, Apple’s CEO, said in the news release. “We began shipping advanced AI servers from Houston ahead of schedule, and we’re excited to accelerate that work even further.”

Apple's Houston expansion is part of a $600 billion commitment the company made to the U.S. in 2025.

Houston energy trailblazer Fervo taps into hottest reservoir to date

Heating Up

Things are heating up at Houston-based geothermal power company Fervo Energy.

Fervo recently drilled its hottest well so far at a new geothermal site in western Utah. Fewer than 11 days of drilling more than 11,000 feet deep at Project Blanford showed temperatures above 555 degrees Fahrenheit, which exceeds requirements for commercial viability. Fervo used proprietary AI-driven analytics for the test.

Hotter geothermal reservoirs produce more energy and improve what’s known as energy conversion efficiency, which is the ratio of useful energy output to total energy input.

“Fervo’s exploration strategy has always been underpinned by the seamless integration of cutting-edge data acquisition and advanced analytics,” Jack Norbeck, Fervo’s co-founder and chief technology officer, said in a news release. “This latest ultra-high temperature discovery highlights our team’s ability to detect and develop EGS sweet spots using AI-enhanced geophysical techniques.”

Fervo says an independent review confirms the site’s multigigawatt potential.

The company has increasingly tapped into hotter and hotter geothermal reservoirs, going from 365 degrees at Project Red to 400 degrees at Cape Station and now more than 555 degrees at Blanford.

The new site expands Fervo’s geologic footprint. The Blanford reservoir consists of sedimentary formations such as sandstones, claystones and carbonates, which can be drilled more easily and cost-effectively than more commonly targeted granite formations.

Fervo ranks among the top-funded startups in the Houston area. Since its founding in 2017, the company has raised about $1.5 billion. In January, Fervo filed for an IPO that would value the company at $2 billion to $3 billion, according to

Axios Pro.

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This article originally appeared on EnergyCapitalHTX.com.

11 Houston researchers named to Rice innovation cohort

top of class

The Liu Idea Lab for Innovation and Entrepreneurship (Lilie) has named 11 students and researchers with breakthrough ideas to its 2026 Rice Innovation Fellows cohort.

The program, first launched in 2022, aims to support Rice Ph.D. students and postdocs in turning their research into real-world ventures. Participants receive $10,000 in translational research funding, co-working space and personalized mentorship.

The eleven 2026 Innovation Fellows are:

Ehsan Aalaei, Bioengineering, Ph.D. 2027

Professor Michael King Laboratory

Aalaei is developing new therapies to prevent the spread of cancer.

Matt Lee, Bioengineering, Ph.D. 2027

Professor Caleb Bashor Laboratory

Lee’s work uses AI to design the genetic instructions for more effective therapies.

Thomas Howlett, Bioengineering, Postdoctoral 2028

Professor Kelsey Swingle Laboratory

Howlett is developing a self-administered, nonhormonal treatment for heavy menstrual bleeding.

Jonathan Montes, Bioengineering, Ph.D. 2025

Professor Jessica Butts Laboratory

Montes and his team are developing a fast-acting, long-lasting nasal spray to relieve chronic and acute anxiety.

Siliang Li, BioSciences, Postdoctoral 2025

Professor Caroline Ajo-Franklin Laboratory

Li is developing noninvasive devices that can quickly monitor gut health signals.

Gina Pizzo, Statistics, Lecturer

Pizzo’s research uses data modeling to forecast crop performance and soil health.

Alex Sadamune, Bioengineering, Ph.D. 2027

Professor Chong Xie Laboratory

Sadamune is working to scale the production of high-precision neural implants.

Jaeho Shin, Chemistry, Postdoctoral 2027

Professor James M. Tour Laboratory

Shin is developing next-generation semiconductor and memory technologies to advance computing and AI.

Will Schmid, Electrical and Computer Engineering, Postdoctoral 2025

Professor Alessandro Alabastri Laboratory

Schmid is developing scalable technologies to recover critical minerals from high-salinity resources.

Khadija Zanna, Electrical and Computer Engineering, Ph.D. 2026

Professor Akane Sano Laboratory

Zanna is building machine learning tools to help companies deploy advanced AI in compliance with complex global regulations.

Ava Zoba, Materials Science and Nano Engineering, Ph.D. 2029

Professor Christina Tringides Laboratory

Zoba is designing implantable devices to improve the monitoring of brain function following tumor-removal surgery.

According to Rice, its Innovation Fellows have gone on to raise over $30 million and join top programs, including The Activate Fellowship, Chain Reaction Innovations Fellowship, the Texas Medical Center’s Cancer Therapeutics Accelerator and the Rice Biotech Launch Pad. Past participants include ventures like Helix Earth Technologies and HEXASpec.

“These fellows aren’t just advancing science — they’re building the future of industry here at Rice,” Kyle Judah, Lilie’s executive director, said in a news release. “Alongside their faculty members, they’re stepping into the uncertainty of turning research into real-world solutions. That commitment is rare, and it’s exactly why Lilie and Rice are proud to stand shoulder-to-shoulder with them and nurture their ambition to take on civilization-scale problems that truly matter.”

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