Sixteen startup teams pitched at the seventh annual — but first-ever virtual – Bayou Startup Showcase. Photo courtesy of OwlSpark and RED Labs

Even despite a global pandemic, two university-based summer startup accelerator programs were determined to continue on. And, that's exactly what they did.

University of Houston's RED Labs and Rice University's OwlSpark pivoted their summer program, which they put on collaboratively, to a virtual approach. On Thursday, August 6, the program's 16 startup teams pitched their projects at the seventh annual Bayou Startup Showcase.

Here are this year's Class 8 presentations:

EVA

Vascular access requires a medical team to use an ultrasound machine to help navigate a needle's precision during the procedure. However, 5 percent of procedures result in an inexact and painful outcome. OwlSpark company, EVA — which stands for Exact Vascular Access, has created a device that works with the ultrasound machine to endure navigation of the needle during the procedure.

CareSafe

Seven million people fall every year, but as great and helpful wearable devices are, they aren't foolproof. CareSafe, a RED Labs company, taps into home WiFi to visualize when a fall occurs and the company can even notify emergency contacts and emergency services.

Ai-Ris

People who live in underserved and rural areas don't have regular access to eye care — which means that these people are exposed to preventable eye diseases. Ai-Ris has created a portable, telemedicine-ready device that can help get these populations access to eye care.

Dividends360

Ninety million people invest in the stock market — and more than half of those investors are self directed and spending several hours a week on planning their investments. RED Labs company Dividends360 is a web-based platform to help the modern investor make his or her decisions in a more efficient way.

FirstGen Solutions

Expecting mothers can't take the majority of medications in the market because the effects of the chemicals on the unborn child is unknown, and testing is limited to costly, inaccurate, and highly regulated animal testing. FirstGen Solutions, an OwlSpark company, is producing a stem cell testing kit for pharmaceutical companies to use as an earlier and easier way to indicate potential risks a medicine could have.

nisa EFFECT

Women undergoing menopause have no control over their hot flashes, which can happen often, last up to 20 minutes, and be debilitating to daily activities. Nisa EFFECT has created a cooling bra so that the 80 percent of women who experience hot flashes during menopause can have a discrete way to cool down.

FreeFuse

Five hundred hours of video content is uploaded every minute, and the sheer oversaturation of the industry makes growing an audience extremely difficult for content producers. Interactive video platform FreeFuse, an OwlSpark company, wants to flip the script and allow content creators to see what its audient wants to see in terms of content.

Morpheus Health

Pharmaceutical companies don't make it easy to find out about side effects medicines can have on its users. Morpheus Health, an OwlSpark company, uses data and patient information to better customize and predict potential side effects a medicine can have. Morpheus's results don't replace prescriptions or doctor consultations, but instead allow the patient to take that information into the consultation room.

Phase Filter

​Changing the air filters is an easily forgotten chore that, if undone, can cause unnecessary air quality issues and a higher electricity bill for homeowners. Phase Filter has designed a self-scrolling air filter that's easy to install and only needs to be changed once a year,

Bloodhound

The OwlSpark and RED Labs summer programs are meant to help early-stage startups figure out their market need and determine whether or not their product is a viable business. The Bloodhound team explains how they came up with their idea for a software that helps detect bleed in surgeries, and then how they realized, after research and mentorship through the program, that it wasn't an idea worth pursuing. Doctors need more help with stopping bleeds than finding them.

Crew Trace Solutions

The Navy needs an upgrade to their accountability practice. That's where Crew Trace Solutions, an OwlSpark company run by two military veterans, comes in. The technology mirrors something like EZ-Tag where personnel onboard are tracked throughout the ship as they pass through sensors set up in doorways around the boat.

VAYL

Everyone dreads the discomfort and disappointment that usually comes with dental appointments. The oral hygiene tools on the market today aren't cutting it, says the VAYL team, a RED Labs company. VAYL has created a device that brushes the entire mouth in an optimal way for time and for cavity prevention.

MoodyCorium

Finding the right moisturizer is a costly and exhausting industry for women. MoodyCorium, an OwlSpark company, is working on a solution so that women can navigate the hundreds of products available on the market.

ElastEye

Half of the glaucoma patients could have had their disease prevented by better diagnostics — and that's exactly what ElastEye has developed. The RED Labs company has created a non-invasive, early detection device that determines the elasticity of the eye.

BitGrange

Supporting local farmers can be hard — it might raise the price of produce for consumers while orders tend to be smaller than farmers prefer. BItGrange, an OwlSpark company, created an e-commerce platform to allow consumers to go in on purchases together to create a win-win situation for both sides of the transaction.

dext

Simple daily tasks can be overwhelming to stroke survivors and the only solution is exercise and rehabilitation. Dext is a wearable tool to help take that exercise and rehab into a daily, easy to use setting.

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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.