Cancer diagnostics startup wins top prize at annual Rice competition

winner, winners

Participants in the Napier Rice Lanch Challenge took home a total of $115,000 in equity-free funding, with cancer diagnostics startup Bionostic leading the pack. Photo courtesy Rice University

Rice University student-founded companies took home a total of $115,000 in equity-free funding at the annual Liu Idea Lab for Innovation and Entrepreneurship's H. Albert Napier Rice Launch Challenge last week.

2025 Rice Innovation Fellow Alexandria Carter won the top prize and $50,000 for her startup Bionostic. The startup offers personalized diagnostics for cancer patients by using 3D culturing through its Advanced Tumor Landscape Analysis System (ATLAS) platform.

Carter is working toward her PhD in bioengineering in Professor Michael King's laboratory. She recently completed the Rice Innovation Fellows program and plans to commercialize ATLAS, according to a news release from Rice.

Actile Technologies, founded by another former Rice Innovation Fellow, Barclay Jumet, won second place and $25,000. The company is developing and commercializing textile-integrated technologies. InnovationMap first covered Jumet's wearable technology back in 2023.

Kairos took home the third-place prize and $15,000, plus the $2,000 audience choice award and the $5,000 undergraduate business award. Founded last year by Sanjana Kavula and Adhira Tippur, Kairos is an AI-powered patient intake platform built specifically for independent dental practices.

The NRLC features top startups founded by undergraduate, graduate and MBA students at Rice each year. The top three finishers were named among a group of five finalists earlier this year, which also included HAAST Autonomous and Project Kestrel.

HAAST is developing an unmanned aircraft for organ transport, while Kestrel uses machine learning to organize bird photographers’ photo collections.

Teams presented multiple five-minute pitches throughout the application process over Zoom and in-person before the five finalists presented at the NRLC Championships April 21 at the Rice Memorial Center. Each finalist walked away with an equity-free investment.

Other awards went to:

UnitCode

$5,000 MBA Venture Award

HAAST Autonomous

$2,500 Chan-Kang Family Prize for Bold Ambition
$1,000 Healthcare Innovations Prize

Telstar Networks

$2,500 Outstanding Undergraduate Startup Award

Multiplay

$1,500 Frank Liu Jr. Prize for Creative Innovation in Music, Fashion, & the Arts

Butterfly Books

$1,500 Social Impact Award

SOOZ

$1,000 Interdisciplinary Innovation Prize sponsored by OURI

Dooly

$1,000 Consumer Goods Prize

Project Kestrel

$1,000 AI Prize

Veloci Running won the NRLC last year for its naturally shaped running shoe. Founder and CEO Tyler Strothman recently told InnovationMap that the company has gone on to sell roughly 10,000 pairs of its flagship Ascent shoe, designed to relieve lower leg tightness and absorb impact. Read more here.

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For the third year, Rice University has tapped 10 Rice Innovation Fellows working in engineering and materials science fields to support. Photo via rice.edu

10 Houston scientists named to fellowship for turning research into businesses

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Rice University has announced its latest cohort of fellows who aim to translate research into real-world startups.

The 2024 cohort of Rice Innovation Fellows is the third of its kind since the university's Office of Innovation and The Liu Idea Lab for Innovation and Entrepreneurship (or Lilie) launched the program in 2022. The group includes 10 Ph.D. and postdoctoral students working in engineering and materials science fields.

The program provides personalized mentorship and up to $20,000 equity-free funding.

According to Lilie, the 10 members of the 2024 cohort are:

Barclay Jumet, a Ph.D. candidate in the department of mechanical engineering, working under Dan Preston and specializing in mechanics, thermal systems and wearable technologies. InnovationMap covered his recent technology here.
Tianshu Zhai, a Ph.D. student studying materials science specializing in hexagonal boron nitride-based thermal interface materials
Zachary Kingston, a postdoctoral research associate and lab manager for the Kavraki Lab in the Computer Science department at Rice, working under the direction of Dr. Lydia Kavraki, a pioneer in the field of robot motion planning. Kingston is developing a novel approach to high-performance, low-cost robot motion planning with Wil Thomason.
Soobin Cho, a Ph.D. student and co-founder of Duromem, which created the Dual-Role Electrically Conductive Membrane to improve existing water treatment systems
Sara Abouelniaj, a Ph.D. candidate in Material Science and Nanoengineering and founder of Graphene Grids LLC, which is exploring opportunities to diversify its range of grid types services offered
Alisha Menon, is founding a medical device startup that's developing wireless, AI-enabled patient monitoring devices for babies in the NICU. Her work is being done in collaboration with the Texas Medical Center and Rice, with support from NSF and the Southwest Pediatric Device Consortium.
Wil Thomason, a CRA Computing Innovation postdoctoral fellow in the Kavraki Lab at Rice University who is developing low-cost robot motion planning with Kingston
Jeremy Daum, a Ph.D. candidate at Rice in the Materials Science department working on a a novel production method to create photocatalysts
Jonathan Montes, a Ph.D. candidate in Bioengineering focused on combating neurodegenerative diseases with highly selective neuromodulation
Andrew (AJ) Walters, a Ph.D. student in Bioengineering working in the labs of Dr. Caleb Bashor (Rice) and Dr. Scott Olson (UTHealth Houston McGovern Medical School) who's building an accessible allogeneic cell therapy to treat inflammation disorders and potentially cancer. He was awarded a three-year NSF Graduate Research Fellowship in 2022.

Over the last three years, Innovation Fellows have brought in more than $6 million in funding for their ventures, according to Rice.

Last year, the cohort of 10 included doctoral and postdoctoral students working in fields from bioengineering and chemistry to civil and environmental engineering.

Late last year, Lilie also announced its new entrepreneurship council known as Lilie’s Leadership Council. The group is made up of 11 successful business leaders with ties to Houston from the likes of co-founder Frank Liu to former Houston Mayor Annise Parker and several other CEOs and board members of successful companies. The council members agreed to donate time and money to the university’s entrepreneurship programs.

This week's roundup of Houston innovators includes Michelle Stansbury of Houston Methodist, Barclay Jumet of Rice University, and Collin McLelland of Digital Wildcatters. Photos courtesy

3 Houston innovators to know this week

who's who

Editor's note: In this week's roundup of Houston innovators to know, I'm introducing you to three local innovators across industries — from health care to energy tech — recently making headlines in Houston innovation.

Michelle Stansbury, vice president of innovation and IT applications at Houston Methodist

Michelle Stansbury joins the Houston Innovators Podcast. Photo courtesy of Houston Methodist

Houston Methodist has a small group of leaders — the Digital Innovation Obsessed People, or DIOP — that lead external and internal innovation efforts, from pilots to implementation. Michelle Stansbury is one of those leaders. As vice president of innovation and IT applications at Houston Methodist, she oversees the system's IT department and serves as a leader within its innovation efforts. This includes the Center for Innovation Technology Hub — which opened in 2020 in the Texas Medical Center location and opened its Ion outpost last week.

Stansbury explains on the Houston Innovators Podcast how effective this distribution of innovation responsibilities has been for Houston Methodist. With everyone having a seat at the table — operations knows the biggest problems that need solutions, IT knows how to deploy technology, etc. — implementation of new innovations has been sped up.

"If we partner together, we should be able to succeed fast or fail fast," she says on the show. "We've been able to find a solution, pilot it, and, if it works well, roll it out at a speed that most other organizations have not been able to do. It's been highly successful for us." Read more.

Barclay Jumet, researcher at Rice University

A team at Rice University is designing wearable technology that can be used for navigation for users with visual and auditory impairments. Photo by Brandon Martin/Rice University

A group of Rice researchers have tapped into the sense of touch to improve how wearable technology can communicate with its user.

Barclay Jumet, a mechanical engineering PhD student at Rice working in the labs of Daniel Preston and Marcia O’Malley, published the findings in the August issue of “Device.” The study outlines the group's new system of haptic accessories that rely heavily on fluidic control over electrical inputs to signal or simulate touch to a wearer.

“In the future, this technology could be directly integrated with navigational systems, so that the very textiles making up one’s clothing can tell users which way to go without taxing their already overloaded visual and auditory senses—for instance by needing to consult a map or listen to a virtual assistant,” Jumet said in a release from Rice. Read more.

Collin McLelland, co-founder and CEO of Digital Wildcatters

This Houston-based media company launched a networking platform to help solve the energy crisis. Photo courtesy

Houston-based media organization Digital Wildcatters has officially launched the beta program of their networking app to help bridge the hiring gap in the energy industry. By providing a platform for individuals to get their questions answered by experts and a space for companies seeking qualified talent, Collide is structured to ignite the next generation of energy innovators.

Collin McLelland, co-founder and CEO of Digital Wildcatters, says he aims to expand their professional community through this networking platform. Rather than being a transition away from Digital Wildcatters’ roots as a digital media organization McLelland explains Collide is an integration of the community they have built through podcasts and events into an interactive platform.

“If you look at what we’ve done historically with Digital Wildcatters, we’ve built an extremely engaged community of energy professionals — it’s a next generation community, very young forward thinking professionals that are working towards solving the world’s energy crisis,” McLelland shares. Read more.

A team at Rice University is designing wearable technology that can be used for navigation for users with visual and auditory impairments. Photo by Brandon Martin/Rice University

Rice team develops complex wearables that can navigate users through Houston

hi, tech

A group of Rice researchers have tapped into the sense of touch to improve how wearable technology can communicate with its user.

The accessories include a belt and textile sleeves, which deliver haptic cues like vibration, tapping and squeezing through pressure generated by a lightweight carbon dioxide tank attached to the belt. The sleeve contains up to six quarter-sized pouches that inflate with varying force and frequency, depending on what is being communicated to the wearer.

Marcia O'Malley (from left), Barclay Jumet and Daniel Preston developed a wearable textile device that can deliver complex haptic cues in real time to users on the go. Photo by Brandon Martin/Rice University

The team says the wearables have uses for those with visual and auditory impairments and offer a slimmed-down design compared to other bulky complex haptic wearables. The wearables are also washable and repairable, which gives them more everyday uses.

To test the system's usability, the team guided a user on a mile-long route through Houston, signaling haptic cues for forward, backward, left or right through the devices.

O’Malley, chair of the Department of Mechanical Engineering, said the system could also work in tandem with Cochlear implants and make lip-reading easier for users in noisy environments by directing users to sources of sound.

Jumet also sees uses outside of the medical space.

“Instead of a smart watch with simple vibrational cues, we can now envision a ‘smart shirt’ that gives the sensation of a stroking hand or a soft tap on the torso or arm,” he said in the release. “Movies, games and other forms of entertainment could now incorporate the sense of touch, and virtual reality can be more comfortable for longer periods of time.”

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Tesla self-driving mode wasn't to blame in Houston-area crash, report suggests

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Federal safety investigators looking into a runaway Tesla that killed a grandmother in her home say the driver had pressed the accelerator to full speed, suggesting the vehicle's self-driving software was not to blame.

The driver had told police that he had the self-driving software turned on, but a report from the National Transportation Safety Board concluded that he had actually overridden that feature when he pushed hard on the pedal. Moments later the Tesla Model 3 raced down a residential street in Katy, Texas, at highway speeds, slammed into a brick home and killed a 76-year-old woman standing in the front room.

The crash last month drew national attention because Tesla CEO Elon Musk is seeking to reassure the public its self-driving feature is safe as he prepares to turn hundreds of thousands of Teslas already on the road into fully automatic vehicles and begin selling two-seated Cybercabs missing steering wheels and pedals.

The crash came two months after officials at a separate federal agency, the National Highway Traffic Safety Administration, announced it was elevating a 2024 investigation of the self-driving feature to new “engineering analysis” level, raising the possibility of a recall of 3.2 million Tesla vehicles.

That NHTSA probe was triggered by crashes where the self-driving feature failed to alert drivers to take control in fog and other poor visibility conditions.

The agency opened an investigation last year into 58 incidents in which Teslas reportedly violated traffic safety laws while using self-driving technology, leading to more than a dozen crashes and fires and nearly two dozen injuries.

Separate from the National Transportation Safety Board, NHTSA is also looking into the Tesla house crash in Texas, one of 46 “special crash” investigations of Tesla's self-driving or driver-assistance technology in the past decade, according to the agency’s records. In more than a dozen of those crashes, at least one person — a driver, passenger or pedestrian — was killed.

Tesla had originally called its driver assistance software Full Self-Driving, or FSD, but auto experts and regulators complained it was misleading because drivers must always keep their eyes on the road and be ready to take over at any time.

The company has since changed the name to Full Self-Driving (Supervised).

Video of the Katy, Texas, accident shows the Tesla traveling at more than 70 mph (112.65 kilometers per hour), jumping a curb then tearing across a lawn before crushing through a brick wall of a home. A woman standing feet away, Martha Avila, was found amid piles of crumbling plaster, split beams and bits of furniture and rushed to a hospital but died.

Sales of Tesla cars still haven't recovered fully from boycotts last year over Musk's political stands, but the stock is rising anyway as he has successfully shifted attention away from the sales figures. He says they matter less now that the company is on the cusp of major technological advances, such as turning Teslas into hands-free vehicles and having its Optimus robots take over for humans for tasks at home and work.

Tesla stock has risen 22% in the past year and is currently trading at 170 times expected annual earnings compared to 20 for the S&P 500.

For its second-quarter financial results, financial analysts surveyed by FactSet expect earnings per share will barely budge — 32 cents versus 33 cents a year earlier — continuing a sixth quarter streak of flat or falling profits.

London AI startup selects Houston for first U.S. office after $20M raise

welcome to houston

London-based AI firm Applied Computing has announced a $20 million Series A round and a new office in Houston.

The new Bayou City office is Applied Computing’s first in the United States and part of its North American expansion. The company is known for its Orbital AI platform, which is tailored for energy operations.

The funding round was led by Houston-based KBR Inc., with participation from San Francisco-based Databricks Ventures. KBR’s investment was first announced in March.

KBR and Applied Computing have also entered into a multi-year agreement to deliver exclusive AI products for the energy sector. KBR already has integrated Orbital into its INSITE 3.0 platform for energy projects, and is also using the product for ammonia production.

Applied Computing’s Orbital platform combines physics-grounded intelligence with models across chemical engineering, time-series forecasting and language, according to the company. The system analyzes sensor readings and can recognize a facility’s equipment constraints and operator activity. The platform can also allow technicians to run simulations of how a change to a facility could affect the rest of its operations.

According to TechCrunch, Applied Computing will use the $20 million to further explore projects and deployments with the energy sector, hire engineering and research positions, and continue to expand internationally, potentially into the Middle East.

The company is also working on deals with a major U.S. stream operator, TechCrunch reports. And Applied Computing shared on LinkedIn that it plans to announce its first partnership with a major European oil company in the coming weeks.

“Yesterday we showed Orbital live in deployments at our demo day at the Energy Institute in London,” Callum Adamson, CEO and co-founder of Applied Computing, posted on LinkedIn on July 16. “Today, we're announcing the capital to scale it globally as well as the launch of our new offices in Houston and Bangalore. In the weeks following, there will be more announcements on our progress, partnerships and deployments.”

The company opened its Bangalore offices in December.

Texas is no longer America's No. 1 most financially distressed state

Report Rebound

After spending an unfortunate year as the No. 1 state with the most people in financial distress, Texas has slightly recovered. But the Lone Star State isn't out of the woods yet: it's still among the five most financially distressed states in America for 2026.

According to WalletHub's 2026 report, Texas sits in the No. 4 spot this year, while Kansas, Louisiana, and Florida moved up to become the top three states with the most financially distressed residents.

The personal finance website's experts compared all 50 states based on residents' average credit scores, the share of people with "accounts in distress" (meaning an account that's in forbearance or has deferred payments), the one-year change in bankruptcy filings from March 2025, and search interest indexes for "debt" and "loans."

Despite improving in the overall ranking, the study found Texas has had the fourth-biggest spike in bankruptcy filings nationally from March 2025 to March 2026. Texas residents also have the 10th worst average credit scores in the country, according to the findings.

This is how Texas ranked across the study's six key dimensions, where No. 1 means "most distressed:"

No. 4 – Change in bankruptcy filings from March 2024 to March 2025 rank
No. 5 – Average number of accounts in distress rank
No. 8 – "Loans" search interest index rank
No. 8 – People with accounts in distress rank
No. 12 – Credit score rank
No. 13 – “Debt” search interest index rank

It feels like inflation and affordability have been top-of-mind for many Americans over recent years, and uncertainty around the national economy also adds another level of distress. That's especially true for Houston residents, which were dubbed the second most financially distressed people in America earlier in 2026.

"Americans have faced significant financial challenges in recent years, as inflation, shifting unemployment levels, public health emergencies, and natural disasters have made it more difficult for many households to stay on top of their bills," the report said.

The top three states that have the least financially distressed residents are Maine (No. 50), Rhode Island (No. 49), and Hawaii (No. 48).

The top 10 most financially distressed states in America for 2026 are:

No. 1 – Kansas
No. 2 – Lousiana
No. 3 – Florida
No. 4 – Texas
No. 5 – South Carolina
No. 6 – Wyoming
No. 7 – Georgia
No. 8 – California
No. 9 – North Carolina
No. 10 – Kentucky

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A version of this article originally appeared on CultureMap.com.

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