Kristen Phillips, director of Golden Section Studios, and Brooke Waupsh, founding CEO of Swoovy — the program's inaugural startup in residence — join the Houston Innovators Podcast to discuss how they are collaborating on a new B2B volunteer platform. Photos courtesy

Brooke Waupsh wanted to change the way people volunteered and help increase access to volunteers for nonprofits. So, she launched Swoovy, a dating app that connected singles who wanted to do some good on their first dates. Now, the Austin-based company is looking to expand to connect corporates with community service opportunities.

As Swoovy works on this new B2B SaaS platform, it's tapped a new partner to help support its endeavors. Golden Section Studios has launched to focus on advancing and supporting early-stage software companies like Swoovy, which is its inaugural startup in residence.

"We had discussions around our vision for Swoovy and the momentum behind the business we'd had in the early stages in Austin and looking for strategic growth partners, investors, and resources," Waupsh says on this week's episode of the Houston Innovators Podcast. "We had an instant relationship that we developed with the Studios as they were looking to launch this program."

Waupsh says that in addition to the financial support that comes with the arrangement — GSS plans to contribute up to $500,000 in its member companies — the Studios will offer Swoovy the chance to grow and scale, without having to hire a huge team right out of the gate.

"What's unique about the Studios for us is that as a startup and a small team, we have the bandwidth and a higher capacity to move faster on all cylinders — sales, marketing, technology — without having to staff up a team of 20," Waupsh says.

Kristen Phillips, director of Golden Section Studios, says that for years, Golden Section Technology — and its accompanying venture arm — has worked to develop SaaS technology and has created a large network of experts and mentors — all of whom will be made available to each of GSS's future member companies like Swoovy.

Additionally, Phillips says her team has a lot of lessons learned to share with the companies they will support.

"When you're dealing with early-stage companies, a lot of it just boils down to product-market fit and making sure you're able to develop a technology that's scalable that works with your customers as you scale," Phillips says on the podcast. "It sounds simple, but it's not easily mastered."

Startups also looking for this sort of guidance can learn more online and even apply to the program. In the meantime, GSS and Swoovy alike are focusing on the new technology that can really be a gamechanger for both corporates looking to provide volunteer opportunities as well as nonprofits with a huge need for workers.

"We're just excited to have the SaaS B2B platform coming out with Golden Section Studios and expand on empowering more people through businesses to be able to have access to a tool like this," Waupsh says.

Waupsh and Phillips share more about the their partnership and other major SaaS challenges on the episode. Listen to the full interview below — or wherever you stream your podcasts — and subscribe for weekly episodes.


Golden Section Studios will support early-stage B2B software companies as they grow and scale. Photo via Getty Images

Exclusive: Houston software development co. and venture fund launches startup studio concept

startup support

The team behind Houston-based Golden Section Technology and Golden Section Ventures is introducing a new concept called Golden Section Studios to focus on advancing and supporting early-stage software companies.

"The Studios is a holistic ecosystem that aims to be a growth partner of early-stage companies in order to help them build their company strategically and efficiently, build out operational procedures, and help them find mentors and advisors," Studios Director Kristen Phillips tells InnovationMap.

The new concept, which launches officially today, June 8, will work off of the lessons learned by GST over the years to guide pre-seed and seed-stage B2B software companies as they scale. GSV, an early-stage fund launched in 2019 that now has over $20 million under management with eight current portfolio companies, will also contribute up to $500,000 in rounds less than $1 million.

"At Golden Section, we are good at learning from our mistakes and the list is 121 and counting," says Dougal Cameron, co-founder, Golden Section, in a press release. "These mistakes are core to our value add and enable us to transport founders through decades of experience. They come from our own experience as founders and of selling more than $350M in B2B software and partnering with more than 400 software founders at all stages. The result is less risk and less capital consumed, and a better outcome for founders, customers, employees, and investors."

Phillips explains the concept of GSS is something new and different from what accelerators and incubators do, but also goes beyond just an investment.

"We wanted to be different from what's out there in the Houston ecosystem. We wanted to be more value adding," says Phillips.

GSS's first startup in residence is Austin-based Swoovy, a volunteer matching platform that connects nonprofits, companies, and volunteers. Swoovy is launching in the Studios on June 14 and will be focused on the buildout of their enterprise level software.

Kristen Phillips leads Golden Section Studios. Photo courtesy of GSS

MassChallenge Texas named its top three startups of its inaugural Houston cohort and the Houston Angel Network made an unexpected investment. Courtesy of MassChallenge Texas

MassChallenge Texas wraps up inaugural Houston cohort with top 3 startups and a surprise investment

Cha-ching

A new-to-Houston global accelerator program just concluded its inaugural cohort, naming three top startups and providing a platform for an unexpected prize — an investment.

MassChallenge Texas didn't originally intend to have monetary prizes for this first program, however, thanks to Houston Angel Network, one lucky startup is walking away from the program $40,000 richer.

HAN, one of Houston's oldest and most active group of angel investors, saw pitch decks from most of the companies in the cohort and then invited seven companies to pitch: Ask DOSS, Celise, DoBrain, NeuroRescue, Noleus Technologies, Sensytec, and Swoovy.

At the September 5 startup showcase event, HAN named Houston-based Sensytec as the winner of the $40,000 investment prize.

The night's other big winners were MassChallenge's top three startups, program: NeuroRescue, Noleus Technologies, and Sensytec, which were selected from the top six startups that were announced a couple weeks in advance.

HAN engaged with the MassChallenge group in a few ways — like mentorship or presenting — but managing director Stephanie Campbell says she knew she wanted to discuss investment opportunities from the very beginning.

"I just think it's really important that when a new group like MassChallenge or any other accelerator come into town that we find ways to fold them into our community and help them be successful," she tells InnovationMap.

All of this year's cohort will receive 18 months of free coworking space — six months at MassChallenge, six months at The Cannon, and six months at Station Houston — and the top three startups will receive automatic entry into another MassChallenge cohort. Because no one won a cash prize from MassChallenge directly, all of the startups are eligible to reapply for another program.

"We wanted to make sure that the companies that went through the shortened version of the program this year have the ability to apply next year to any other program," MassChallenge Texas' Houston managing director, Jon Nordby, says.

Next time around, MassChallenge Texas will likely have a longer program with money on the table. That money would be provided by the organization's corporate partners. The city of Houston has put forth $2.5 million to be dealt out over five years, and Houston-based Reliant Energy has become a central partner to MassChallenge.

"We believe in supporting organizations that are pushing the boundaries and really making an impact in the community as well as the economy and the industry," says Elizabeth Killinger, president at NRG Retail and Reliant.

Killinger says next year she expects Reliant to be just as if not more involved with the process. Campbell too says HAN is interested in continuing its work with MassChallenge, and even sees it setting an example for other angel investors to get involved too.

"We're just planting the seed for the next cohort," Campbell says.

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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.