CALI, a wearable physical therapy device for those with vertigo, pitched at the annual event. Photo via getcalibalance.com

For the sixth year, the University of Houston and Rice University have joined forces to give their student entrepreneurs a program to thrive in. RED Labs and OwlSpark, the two universities' accelerator programs, just concluded their seventh class with a presentation from the companies.

Over the past 12 weeks, these 16 startups and their teams of entrepreneurs have worked on their company, developing it, learning how to fundraise for it, and engaging with all sorts of other valuable resources and mentors through the program.

"With an emphasis on experimentation and rapid iteration, we teach disciplined startup strategies that help (students) have an eye for reducing risks and increasing odds," says Kerri Smith, managing director of OwlSpark.

This summer's cohort was hosted out of Station Houston this year, but the two universities have worked together since year two of each of their programs.

"We're very proud of our partnership, because in most other cities, two universities like this would probably be rivals, but we're interested in camaraderie and collaboration in this cohort because they are the future generation of entrepreneurs of Houston," says Kelly McCormick, director of RED Labs. "We really think that this sets an example of how working together produces better results than working against each other."

Adren

While the invention of the EpiPen and other compact anaphylaxis solutions have saved lives, the products are still too large to be constantly available to those who need it. Adren's co-founders created a collapsible autoinjector that can be work as a wristband.

"A functioning drug is only one piece of the puzzle," says Jacob, co-founder of Adren. (He didn't state his last name.) "Medication is only effective if it is accessible to the patient."

The company plans to continue on and patent their product with hopes to enter the marketplace by the next few years.

CookLab

Anyone can find a recipe for anything with the tap of a few keys and the click of of few buttons, but once you add in dietary restrictions, things get tricky. Not to mention the fact that so many healthy recipes aren't even that good for you.

The team at CookLab wants to eliminate this unregulated and confusing corner of the internet. CookLab's first product is a web tool that can determine whether or not a recipe is healthy by the user dropping in the URL. This product is in beta right now.

Down the road, CookLab wants to create a tool for users to be able to submit a recipe they want to make, then have CookLab generate a modified version that follows any dietary needs.

INSU

In a state of emergency where electricity is out, the diabetic population is forced to gamble with their lives when it comes to keeping their insulin insulated and cool.

INSU has a solution. The startup has created a battery operated cooler that can keep insulin from spoiling for 30 days. The battery can be charged by wall outlet or even solar panel.

The company plans to market directly to consumers as well as make strategic partnerships with emergency and health organizations.

auggie

Merchandise lines at concerts are quite possibly the single-most buzzkill of any show. In the age of UberEats and order-ahead apps, auggie sees a solution.

While you're at a show, you can easily order your favorite merch items on the app and choose to have it set aside for pickup that day or even get it mailed to you. The app is live on some downloading stores.

LilySpec

The speculum OB/GYNs use on their patients hasn't changed in 150 years, and, while effective, can be uncomfortable to patients during use. But this doesn't have to be the case.

LilySpec is a speculum designed with the patient in mind. The device is silently deployed, silicon coated for comfort, and adjustable for all women.

The LilySpec team will finish its clinical product this year, and the company's medical partners here in Texas will be able to use it on patients.

Myze

How do you staff a team for an unpredictable job? Emergency rooms face this challenge every single shift. Too many staffers makes the establishment bleed money, while too few causes burnout and even sacrifices quality of care.

Myze is developing a software platform that can use artificial intelligence and predictive analytics to help ERs better staff their teams.

CALI

Those suffering from Vertigo feel like the whole world has turned upside down. CALI is a device that helps those people turn it right back around.

The wearable device allows for users to do balance exercises and claim back control of their own situation.

DASH Innovations

For those relying on a catheter, changing it out requires 150 monthly procedures on average. Each one is another opportunity for infection.

DASH Innovations has created UrinControl, a urethral valve for pediatric patients that can be installed once a month and operated with a remote to control the bladder.

Get-A-Grip

Holding onto a cup is something most everyone takes for granted. For arthritis or muscle damage patients, it's a daunting daily task.

Get-A-Grip is designed to distribute the weight of the cup along the grip and make it easier and more comfortable to hold. While originally designed with these patients in mind, the grip comes in four sizes, with the smallest being perfect for babies grabbing at bottles or small children holding cups.

Everest Security

Preparing for and preventing phishing email-originated data breaches is the new normal for companies, but it's impossible to prevent employees from accidentally opening suspicious emails without thinking.

While there are plenty software protection companies out there, Everest Security couples their software solution with education, a core component for the company.

KickedOC

There are 2 million homes supposedly dedicated for off-campus housing for students, but no one-stop shop to find them. KickedOC is attempting to be that one-stop shop and make it easier for students to find their semester homes.

With listings already up in Houston, the startup hopes to expand its platform to College Station and other Texas college towns next.

Mismo Minds

Creating a creative team can be difficult if you don't have the connections already. Mismo Minds is a platform for artists, videographers, directors, etc. to join forces with others who share their creative vision. It's a social networking tool, project management platform, and job board all rolled into one.

Sports Betz

Typically for sports betting, you have two options: Impersonal bets with large pools or friendly wagers that might not ever pay off. Sports Betz is a platform where the competitive gamblers can casually bet with friends and family — but the money is pulled up front.

CIND

Chivalry is not dead, argues CIND, a new dating app. The app allows for potential matches to introduce themselves with a gift — which range from $2 to $100. Though, the recipient doesn't just walk away with the cash. The money actually goes to the recipient's nonprofit of choice. Only after the donation is made can matches start chatting.

CIND (pronounced like "Cindy") is basically digital donation dating, and everyone wins.

PCATCopycat

The Pharmacy College Admission Test isn't easy — and preparation isn't cheap.

PCATCopycat puts the power back into the hands of students. The online course is only $200 — way cheaper and easier for future pharmacists to navigate.

Second Act

Second Act is the startup that isn't. The non-company started the program with the idea of matching retirees with short-term work at various startups with the thought being that they have a lot of experience and a lot of time on their hands. While a great idea in theory, Second Act hit some walls and the company and idea are no more. The team, however, has a bright future in Houston innovation at other startups and companies.

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Houston college joins inaugural workforce accelerator supported by Google

hands-on training

Houston City College (HCC) is one of 15 community colleges from around the country to be selected for the first-ever Workforce Futures Accelerator.

The three-year effort is supported by Google.org, the tech company’s philanthropic arm, and led by the Association of Community College Trustees (ACCT), a non-profit educational organization that represents over 500 community, junior, and technical colleges. The accelerator focuses on helping colleges embed virtual, employer-sponsored training opportunities into short-term workforce training programs, giving participants access to opportunities that they might otherwise receive through internships or other "work-based learning" stints.

"The Workforce Futures Accelerator reflects the Houston City College mission of offering a high-quality, affordable education for workforce training and career development," Pretta VanDible Stallworth, HCC trustee and chair-elect of the ACCT board of directors, said in a news release. "Advancing student success and creating pathways to opportunities ensures that our students are well equipped to succeed and build a secure future in today's economy.”

Through the accelerator, HCC is tasked with fusing online project-based learning opportunities with its workforce education programs. The idea is to give students hands-on experiences working on projects sponsored by employers, allowing them to gain real-world knowledge in the process.

HCC will select two workforce programs that meet the accelerator’s criteria and insert into them into coursework. In the second and third year of the accelerator, the selected colleges are expected to scale the programs by adding instructors and programs to develop a network of to support their continued implementation.

“Participation by HCC will strengthen how we provide students with career-connected learning experiences that complement their classroom education and align with the needs of employers,” HCC Chancellor Margaret Ford Fisher added in the news release. “We are focused on ‘future forward’ strategies to meet the present and future needs of our region’s businesses.”

Two other Texas colleges were chosen to participate in the accelerator: Lamar Institute of Technology in Beaumont and Grayson College in Denison.

The remaining cohort includes:

  • Bergen Community College in Paramus, New Jersey
  • Central Louisiana Community College in Alexandria, Louisiana
  • Clark State College in Springfield, Ohio
  • Great Basin College in Elko, Nevada
  • Heartland Community College in Normal, Illinois
  • Hudson County Community College in Jersey City, New Jersey
  • Manchester Community College in Manchester, New Hampshire
  • Mesa Community College in Mesa, Arizona
  • Mohave College in Kingman, Arizona
  • San Joaquin Delta Community College in Stockton, California
  • San Juan College in Farmington, New Mexico
  • West Virginia University Parkersburg in Parkersburg, West Virginia

New report ranks Texas among top 10 states where AI could disrupt jobs

AI Workforce

A new nationwide report examining where AI could "reshape" the most jobs has ranked Texas No. 9 among the most at-risk states for AI job disruption.

The new SmartAsset report compared all 50 states and the District of Columbia to calculate the estimated percent of the workforce employed in the 26 occupations with the highest AI exposure, as determined by June 2026 research by the Virginia Economic Information and Analytics Division.

The findings revealed that 500,000 Texas workers, or 3.55 percent of the total workforce, are employed in occupations with "high exposure to potential AI disruption."

This also places the Lone Star State as the 9th most at-risk state in the U.S. where AI exposure can lead to "declining hiring demand, wage pressure, task automation, and other forms of disruption."

"States with larger concentrations of highly exposed occupations could experience more pronounced labor-market changes, particularly in roles where core tasks are more vulnerable to AI-driven restructuring," the report's author wrote.

Texas' biggest cities, like Houston and Austin, are known for their thriving tech and business industries, and the study noted that many of the occupations within those sectors are the most at risk. The Virginia Economic Information and Analytics Division said the top five most AI-exposed occupations in the U.S. are: mathematicians, proofreaders, correspondence clerks, court reporters, and media and communication workers. Additionally, computer programmers, database administrators, web developers, telephone operators, and communications equipment operators round out the top 10 most at-risk positions.

These are the 16 remaining occupations most exposed to AI disruption, in order:

  • Data Entry Keyers
  • Statistical Assistants
  • Office Support Workers
  • Interpreters and Translators
  • Database Architects
  • Software Quality Assurance Analysts
  • Medical Transcriptionists
  • Software Developers
  • Writers and Authors
  • Payroll Clerks
  • Web Designers
  • Miscellaneous Computer Occupations
  • Insurance Claims Processors
  • Telemarketers
  • Computer Numerically Controlled Tool Programmers
  • Bookkeeping and Accounting Clerks

A separate SmartAsset report from April 2026 found about 20.5 percent of Texas workers use AI to do their jobs in some capacity. That trend will continue to shift further as employers and employees choose to adopt — or reject — AI implementation.

Across the U.S., Washington topped the list as the state with the highest concentration of AI-exposed jobs, with nearly 5.7 percent of the state's workforce employed in the 26 most at-risk positions. SmartAsset said Washington's high prevalence of technology companies is a significant factor that skyrocketed the state to the top of the list.

"Home to major technology companies including Microsoft, Amazon, T-Mobile and Expedia, the state has large numbers of computer programmers and software developers, two occupations with high exposure," the report said.

Meanwhile, Mississippi ranked No. 51 with the lowest concentration of AI-exposed jobs in the nation. About 22,500 workers in Mississippi, or 1.93 percent of its workforce, are at risk for AI disruption.

The top 10 states where AI could reshape the most jobs are:

  • No. 1 – Washington
  • No. 2 – Virginia
  • No. 3 – District of Columbia
  • No. 4 – California
  • No. 5 – Utah
  • No. 6 – Maryland
  • No. 7 – Colorado
  • No. 8 – New Hampshire
  • No. 9 – Texas
  • No. 10 – North Carolina
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This article originally appeared on CultureMap.com.

UH lands $1.2M NIH grant to fight superbugs using AI, quantum sensing

drug defense

The fight against antibiotic-resistant bacteria like MRSA is getting science fiction-like upgrades at the University of Houston thanks to a new four-year, $1.26 million grant from the National Institutes of Health.

The university says the recent funding brings total federal support up to $3.5 million for 11 years for the project, which uses AI and quantum-sensing technology to better understand how bacterial proteins develop resistance to drugs.

Any medical professional will tell you that one of the worst things that can happen is almost killing an infection. Bacteria that survive attacks from conventional antibiotic treatments emerge tougher, more resistant and more aggressive than before–making them much harder to treat. A good example is the superbug methicillin-resistant Staphylococcus aureus (MRSA).

UH chemistry professors Yuhong Wang and Shoujun Xu are working on this issue. They know full well that fighting superbugs requires new technology and new approaches, which is what they aim to pioneer with their new grant.

“Drug-resistant bacterial infections such as MRSA are becoming harder to treat, creating an urgent need for faster ways to understand how antibiotics and other small molecules interact with bacterial proteins,” Wang said in a news release.

Wang and Xu’s work centers around GTP, a cellular fuel that can cause tiny changes to a cell's structure when it mutates. Sometimes, those shape changes make it easier for drugs to breach the wall and attack the cells.

The UH scientists are employing AlphaFold, an AI-powered tool that can scan large molecular libraries in seconds. From these models, they can see promising drug combinations for future testing.

Once identified, the team uses their invention, super-resolution force spectroscopy, to monitor the cells. Tiny magnetic beads are attached to genetic material, then magnified to see how strong that material is when pulled. They can measure this incredible microscopic process through an atomic magnetometer, typically used in quantum physics. Combined, all these tools allow a high-definition look at how each molecule might respond to new chemical approaches.

“We're the only chemists in the world that use an atomic magnetometer for biological research,” Xu said. “It's a technique developed by physicists, and there is usually a gap between techniques developed by physicists and biological applications. Yuhong and I have been bridging that gap together for the past 10 years.”

Eventually, Wang and Xu hope to develop powerful software that can be used by drug manufacturers to model cellular responses. With enough predictive data, the software could even get ahead of superbugs’ own mutation, allowing drugs to be developed before new strains arrive.

"We want an algorithm where you input a protein sequence, score the mutation hotspots, and develop new inhibitors before a drug-resistant species even emerges," Wang added.