This week's innovators to know in Houston includes Marcelo Cordini of December Labs, Courtney Sikes Longmore of Pure Palate, and Josh Ruben of Z3VR. Photos courtesy

Editor's note: In today's Monday roundup of Houston innovators, I'm introducing you to three innovators representing a diverse set of industries — from virtual reality to software development — all making headlines in Houston this week.

Marcelo Cordini, co-founder of December Labs

Marcelo Cordini, co-founder of December Labs, joins the Houston Innovators Podcast to discuss the unique service his company provides an evolving tech workforce. Photo courtesy of December Labs

Marcelo Cordini realized that nowadays, software developers are like rockstars. They can make or break a startup or technology's success and finding the best development team can be hard to do. But hiring and cultivating software talent is a specialty most companies — big or small — has the time or expertise to handle. That's where December Labs comes in.

"We are always learning new technologies — that's our focus," Cordini says. "If you have a big company focused on real estate, your focus is on real estate — not technology. So, if you partner with a company like us, it will give you that value to have someone who knows how to hire developers and how to train them."

Cordini joined the Houston Innovators Podcast last week to discuss the unique service his company provides and the state of software employment is in these days. Read more and stream the episode.

Courtney Sikes Longmore, founder at Pure Palate

Women in the work place have been hit the hardest by the pandemic. Photo via Pexels

According to Labor Department statistics, 1.1 million people left the workforce in August and September, and of that 800,000 were women. This data wasn't surprising to Courtney Sikes Longmore, an entrepreneur and founder of Pure Palate — however it was a call to action. She teamed up with Sesh Coworking to host a panel (click here to stream) to discuss how COVID-19 has disproportionately affected women and co-wrote a guest article with Maggie Segrich on the subject too.

"A decline of women in the labor force, on teams, in leadership positions and in decision-making roles compromises not just our economy's recovery and productivity, but also the innovation and effectiveness in industry, competitiveness on a global scale, aspirations of future generations of women, and society as a whole," they write. Read more.

Josh Ruben, CEO of Z3VR

Houston-based Z3VR has been granted $500,000 to work or virtual reality applications in space. Photo courtesy of Z3VR

The Houston-based Translational Research Institute for Space Health is always trying to find and support innovations that will help current and future astronauts, and Josh Ruben's company, Z3VR, was a perfect fit to work on virtual reality applications in space. The company received a $500,000 grant from TRISH last month to continue exploring how the wide world of virtual reality can boost mental and physical health for astronauts on a mission to Mars.

"This TRISH funding means the world," he says. "Not only do we have these partnerships within NASA, which we expect will really help address these problems, but we are already taking the funds and putting them to work in the US health care system." Read more.

Women in the work place have been hit the hardest by the pandemic. Houston experts discuss the effect in a guest column and a panel hosted by Sesh Coworking on Oct. 14. Photo via Pexels

Houston experts discuss the toll the pandemic has taken on women in the workplace

guest column

The shutdown of our economy, schools and childcare systems has created a wildfire that is raging across our nation, disproportionately impacting women, radically shifting social values, and compromising our nation's post-pandemic recovery.

While women have made great gains in the last few decades towards gender equality, the pandemic has exacerbated some of the larger remaining issues — time spent in unpaid work or "invisible labor," political under-representation, violence against women, limited access to capital and the gender pay gap) — and, according to a recent analysis by McKinsey, without serious intervention, is at risk of wiping $1 trillion off global GDP by 2030.

While everyone has suffered during the pandemic, women have found themselves under disproportionate pressure — women's jobs have become more vulnerable (women are 1.8 times more likely to lose their jobs than men), female dominated industries (restaurants, child-care, leisure and hospitality, health care, and education) have been hardest hit, and women of color in particular are more likely to be laid off or furloughed (leanin.org - women in workplace study).

These inequities, coupled with the increased stress and labor of child-care while "working from home" have placed an overwhelming strain on the working parents, and in particular mothers, of America. The mental and emotional health loads of working parents have been pushed to their limits and with that working families are re-prioritizing their values and spending habits faster than ever before.

Is it any surprise that during the pandemic the need for families to quickly adapt to the new economy plus the inequity of women's wages versus men is driving more and more women to sacrifice their careers and dreams to ease the increased burdens the pandemic has inflamed?

Leanin.org and McKinsey's Women in the Workplace study polled over 40,000 employees across 317 companies between May and Aug 2020, and found that more than 1 in 4 women are considering downshifting their careers or leaving the workforce entirely, according Leanin.org and McKinsey.

Labor Department statistics show that this inclination is already in action: In August and September 1.1 million people left the workforce, and of that 800,000 were women. According to a recent analysis by the National Women's Law Center of those 800,000 women — 324,000 were Latinas and 58,000 were Black women. Now compare that to the 216,000 men who left the job market during August and September.

This exodus of women leaving the workforce has broad reaching and long-lasting effects on not just female-owned businesses and women in the workplace – it is an issue that impacts every person at every level of business. Women's rise in participation in the labor force is not just good for women, it is good for business: directly impacting our GDP and a rise in wages for everyone, not just women.

A decline of women in the labor force, on teams, in leadership positions and in decision-making roles compromises not just our economy's recovery and productivity, but also the innovation and effectiveness in industry, competitiveness on a global scale, aspirations of future generations of women, and society as a whole.

If "women hold up half the sky" you could certainly argue that the sky is now falling. So, the question is – what can we do about it? And that is a question we intend to tackle in depth on Wednesday, October 14, at 1 pm in a virtual town hall with inspiring women who are already paving the road to our recovery: Elizabeth Gore of Hello Alice, Cate Luzio of Luminary; Cathy Mchorse of United Way of Greater Austin; Lucie Green of Light Years. Click here to register.

------

Maggie Segrich is co-founder and CFO of Sesh Coworking and Courtney Sikes Longmore is the founder at Pure Palate. The two female innovators will be on the panel of the online event.

Ad Placement 300x100
Ad Placement 300x600

CultureMap Emails are Awesome

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
---

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.