This week's roundup of Houston innovators includes Angela Holmes of Mercury Data Science, Ashok Gowda of BioTex, and Rachel Moncton of ClassPass. Courtesy photos

Editor's note: In the week's roundup of Houston innovators to know, I'm introducing you to three local innovators across industries — data science, consumer tech, and medical device innovation — recently making headlines.

Angela Holmes, chief operating officer of Mercury Data Science

Mercury Data Science has taken a tool it originally developed for COVID-19 research and applied it into new areas of research and innovation. Photo courtesy of MDS

When the pandemic hit, the team at Mercury Data Science knew data was going to have a huge role to play. Last fall, MDS released an AI-driven app designed to help researchers unlock COVID-19-related information tucked into biomedical literature. The app simplified access to data about subjects like genes, proteins, drugs, and diseases.

Now, a year into the coronavirus pandemic, the company is applying this technology to areas like agricultural biotech, in which the platform enables researchers to sift through literature to dig up data about plant genetics, says Angela Holmes, chief operating officer at MDS. The lack of gene-naming standards in the world of plants complicates efforts to search data about plant genetics, she says.

The platform's ability to easily ferret out information about plant genetics "allows companies seeking gene-editing targets to make crops more nutritious and more sustainable as the climate changes to have a rapid way to de-risk their genomic analyses by quickly assessing what is already known versus what is unknown," Holmes says. Click here to read more.

Ashok Gowda, founder and CEO of BioTex

Houston-based BioTex works with medical device and health tech companies from all stages, from R&D to commercialization. Photo via biotexmedical.com

In the process of building a medical device company called Visualase and exiting it to Medtronic for over $100 million, Ashok Gowda learned a lot. And, over the past two decades, he's been sharing that knowledge and expertise of his and his team to medtech companies of all stages at Houston-based BioTex.

"Ultimately we built a nice infrastructure by supporting (the Visualase) spin out," Gowda tells InnovationMap. "And we learned a lot about not just product development, but about commercializing and creating a new market that may not exist. And we had some really good, experienced commercial folks we had hired on the Visualase side. I just think it's a good learning lesson that you can't really teach this stuff — you gotta experience it really to understand." Click here to read more.

Rachel Moncton, vice president of Global Marketing at ClassPass

Rachel Moncton shares why ClassPass tapped Houston as a prime place to expand. Photo courtesy of ClassPass

Rachel Moncton has lived all over the world in her career at fitness and wellness-focused consumer tech company, ClassPass — and her latest assignment has been standing up the company's fourth domestic office right here in Houston, Texas.

On last week's episode of the Houston Innovators Podcast, Moncton shares how Houston as a hub offers the growing company a chance to be a big fish in a small consumer tech pond.

"I get a lot of people saying, 'Houston? That's an interesting choice and not what we'd expect,'" Moncton says. "But that's one of the things we like about it. There's a good startup scene here but not a million different consumer tech companies, so it's nice that we are able to make a bit of a splash." Click here to read more.

Rachel Moncton joins the Houston Innovators Podcast to share why ClassPass chose Houston for its fourth domestic hub and what the consumer tech company has on its horizon for 2021. Photo courtesy of ClassPass

Tech exec shares how she's excited to 'make a splash' in Houston with recent expansion

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When Rachel Moncton decided she wanted to move back to the United States after years of growing consumer tech company ClassPass internationally, she had no clue where she was going to end up.

The current vice president of marketing had served in various leadership roles for the company, and the powers at be at ClassPass, a consumer-facing tech company that brings together fitness classes and wellness experiences onto one app, decided that Moncton's move would be to spearhead the company's fourth office in Houston.

ClassPass, which was founded in New York City in 2011 before quickly opening its second office in San Francisco. Moncton says a few years ago the company conducted a search for a city that would make for a great expansion and, while Houston was definitely a contender, Missoula, Montana, became the next hub for ClassPass, which has raised over $500 million in venture capital. But, Houston was top of mind for the next expansion.

"When we were thinking about our fourth U.S. office, we wanted something bigger — we're growing quickly and knew we would have to tap into a large talent pool," Moncton says on this week's episode of the Houston Innovators Podcast, noting other elements like Houston's parks, sports teams, culture, universities, and more.

"I get a lot of people saying, 'Houston? That's an interesting choice and not what we'd expect,'" Moncton says. "But that's one of the things we like about it. There's a good startup scene here but not a million different consumer tech companies, so it's nice that we are able to make a bit of a splash."

Last fall, Moncton made her move to Houston to stand up the office virtually, at first, and now the local team is 10 people strong. Currently, ClassPass is looking for its physical space somewhere inside the loop and is hoping to have it open by this summer. Likely, Moncton says, the office will start in a coworking or flexible space that will be able to grow alongside the team.

And speaking of growth, Moncton says ClassPass is still hiring in Houston for roles from sales and finance to customer service and more.

"We are hiring across the board. It's fun for the teams to get to meet people you might not be working with day to day, and it fosters a better sense of empathy and understanding of how the company works," Moncton says. "Even though I lead marketing, it's by no means a marketing hub."

As ClassPass expands its presence, Moncton says she's focused on expanding the company's partners on the app. ClassPass has historically connected users to fitness studios but now is featuring more and more health, wellness, and beauty experiences.

"The technology we've built is to help people find things to book in their city," Moncton says. "There's a lot of (fitness studios) and it can be hard to find what you're looking for. Beauty and wellness are no different."

Moncton shares more about what she's excited about for the future of ClassPass, and how she's experienced Houston so far on the episode. Listen to the full interview below — or wherever you stream your podcasts — and subscribe for weekly episodes.


Here's why ClassPass tapped Houston as a prime place to expand. Photo via Getty Images

Why my global tech startup picked Houston for its next location

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Most people know that fitness and wellness leader ClassPass started in New York City. It's less well known that ClassPass has a large office in Missoula, Montana that houses several members of our leadership team, including CEO Fritz Lanman.

In 2017, the ClassPass team spent nine months conducting an intensive nationwide search for a city that matched our mission and values. As a brand focused on supporting an active lifestyle, we wanted a city that offered a connection to the outdoors. One of the most important driving factors in our search was finding a city where we could attract incredible talent to our team. Though we settled on Missoula, Houston was high on the list.

I'm thrilled that four years later, we are finally adding Houston as the fourth US ClassPass office. I have personally relocated to this city and now call myself a Houstonian. Here's five reasons why ClassPass chose Houston for our new US office:

Houston has a welcoming and collaborative culture

Since moving to Houston, every person I have met has been so welcoming. Locally founded tech companies are looking for ways to partner, and accelerators such as Houston Exponential have gone out of their way to make our transition smooth and facilitate introductions within the tech ecosystem. This is a friendly city, and one that encourages the growth of tech companies.

Great sports teams and miles of biking trails

Play is such an important part of the ClassPass culture (one of our values is "play to win"), and Houston is a dynamic place to do just that. With great sports teams, amazing museums, and tons of green space with miles of running and biking trails, there is something for everyone. And particularly in the winter when our colleagues are dealing with huge snow storms in NYC and Montana, it is such a treat to be able to spend time outside.

Self care is an important part of the culture

Locally, ClassPass partners with more than 900 Houston businesses including fitness centers, gyms, spas and beauty salons. In the Houston area, we have seen tremendous usage for both our fitness and wellness offerings, with members booking classes such as a full body strength class at Tropa Z Fitness or a Pilates session at 713 Pilates. Our beauty and wellness offerings are also popular, with people making the time for a sports recovery massage at Serenite Massage, a compression session at Restore Cryotherapy, or a bikini wax at Wink Lash Bar. It's important to us to know we are based in a city where the community embraces self-care, and where we can help local businesses to grow.

The legendary food

You need food to fuel your workouts! The food scene in Houston is incredible, and I am personally delighted to keep exploring and trying takeout from more places (I am currently on a quest for the best breakfast tacos!). Whether it's ordering lunch together once we are all able to be in-person, or going out for a meal after a new milestone is reached, I look forward to sampling the food scene with our new Houston team members.

The large talent pool

Houston is home to universities including Rice University and The University of Houston, and Texas A&M and UT Austin are nearby. With so much feeder talent coming out of local schools, and a reputation as one of the most diverse cities in the US, we are confident that Houston will be a place to recruit for teams across our organization.

Want to join our team? Check out open roles here.

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Rachel Moncton is the vice president of Global Marketing at ClassPass, the leading fitness and wellness membership and a global provider of corporate wellness benefits. She is based in Houston.

ClassPass is expanding into Houston with over 20 new jobs and a local office. Image courtesy of ClassPass

Fitness tech platform expands to Houston and plans to hire

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When a global technology company focused on fitness and wellness was looking for a city to open their fourth office in the United States, the team wanted a community that was active and full of young professionals. They landed on Houston.

Membership-based fitness and wellness company ClassPass is opening a local office in Houston and is planning on hiring over 20 professionals across departments — from analytics, customer experience, design, and engineering, to marketing, partnerships and product.

Rachel Moncton, vice president of global marketing for ClassPass, has already relocated to Houston to lead the new office.

"Houston is a friendly, community-focused city with a rich talent pool. We are thrilled to contribute to the Houston economy by creating new opportunities for professionals with varying skill sets, and hope to build a local team with a broad range of experiences and backgrounds," says Moncton says in a news release.

Headquartered in New York City, ClassPass's membership and mobile application connects members to fitness and wellness appointments at over 30,000 studios and 11,500 wellness venues. In Houston, ClassPass has over 900 partners.

Currently, the company has 400 employees worldwide with offices in Missoula, Montana, and San Francisco. ClassPass's new hires will work remotely at first, and the organization is hoping to open a physical office later this year.

"It's great to see another Bay Area company expanding to Houston like Nuro, Bill.com, and Homebase," says Harvin Moore, president of Houston Exponential. "ClassPass is already using the HTX Talent jobs board to build its Houston team and we hope to work more with them as they build their presence here."

The app has 900 fitness and wellness partners in Houston already. Image courtesy of ClassPass

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Houston ranks high on best cities for small-business expansion report

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For small businesses looking to expand, Houston might be the right place.

Among 56 major U.S. metros, Houston grabbed the No. 6 spot on a new list of the metros boasting the strongest environments for small-business expansion.

A 2025 report from the state comptroller’s office showed roughly 970,000 small businesses operate in the 13-county Gulf Coast region. The region includes the majority of the Houston metro area.

“Whether it’s a family-owned shop on Main Street or a fast-growing startup, small businesses power our state’s economic engine, create opportunity, and strengthen the character of every Texas community,” Kelly Hancock, who was interim state comptroller when the report was released, said in a press release.

Business lending platform Clarify Capital analyzed five factors to develop the list: job growth, business entry and exit, net job creation, and unemployment.

Overall, the Nashville area claimed the No. 1 spot on the list. Other major Texas metros also cracked the top 10, including Austin at No. 3 and Dallas-Fort Worth at No. 7.

“The highest-ranking metros combine labor-market momentum with steady business formation and relatively favorable local employment conditions,” Clarity Capital says.

The Houston metro ranked sixth for job growth, 11th for business entry rate, 38th for business exit rate, second for net job creation rate, and 50th for unemployment rate.

“For business owners, the ranking is a starting point rather than a guarantee,” Clarify Capital says. “Local demand, competition, operating costs, and access to capital still shape whether an expansion works.”

“Building enough cash-flow room for hiring, equipment, and unexpected expenses can help small and midsize business owners take advantage of a strong market without stretching the business too thin,” the company adds.

Of course, money fuels small-business expansion in the Houston area or anywhere else.

According to an analysis of SBA loan data by feasibility consulting firm MMCG, the Houston metro area saw 1,685 approvals for 7(a) loans and 101 approvals of 504 loans in the federal government’s 2025 budget year. The approval numbers for both loan categories increased from the previous year.

Altogether, the 7(a) and 505 loans exceeded $1 billion.

The data from the U.S. Small Business Administration suggests small-business expansion may be on the rise in the Houston area.

Further potential evidence of small-business expansion in the Houston area: The region experienced a 92 percent rise in account applications from 2024 to 2025 submitted to Bluevine, a small-business banking platform. The Houston metro ranked fifth for the number of Bluevine small-business applications in 2025.

What to expect from the inaugural TiECon Texas event this week

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Innovators and entrepreneurs will gather in Houston this week to show off their latest advancements in automation during the first-ever TiECon Texas conference at the Ion District.

“Automation is not simply changing how we work. It is redefining how value is created across every industry,” Somesh Singh, president of TiE Houston, said in a release. “Texas has the talent, the infrastructure, and the entrepreneurial spirit to lead this transformation. TiEcon Texas 2026 is where the people building that future will come together to shape it."

The Indus Entrepreneurs (TiE) started in Silicon Valley in 1994 as a two-day seminar, but has grown into a worldwide network of events celebrating technological advancement. TiECon in Houston is a merger of the TiE networks across Texas for one large-scale event taking place at the Ion on Wednesday, October 28, and Thursday, October 29. Tickets are available here.

The event includes a partnership with Hatch Pitch, a founder-first startup showcase that has raised over $20 billion in funding for new companies in the tech industry. Participants will come from industries like space exploration, healthcare, energy, and the AI sector to present their ideas in front of an investor network for possible development.

“Over 80 percent of the teams we have coached have gone on to receive funding,” Greg Wright, founder of Hatch Pitch, added in a release.

In addition, there will be forums and talks on a variety of automation subjects, everything from robotic surgery to automation in government. Educators from Baylor College of Medicine, UTHealth Houston, and the University of Houston plan to discuss the raising of children in a world with extensive artificial intelligence integrated into so many areas. Steven Kean, President and CEO of the Greater Houston Partnership, will give the keynote speech on the Bayou City’s place in these emerging technological spheres.

Singh highlighted how the large-scale disruptions in the technological status quo by the rise of AI could be a sign of potential growth and innovation. The entrepreneurs presenting at TiECon may be the ones to harness the sometimes unsteady AI industry for good causes.

“History shows that periods of technological disruption create extraordinary opportunities for those prepared to act,” he said. “TiEcon Texas is designed to help founders, investors, and enterprises understand where the automation economy is headed and how to participate in building it."

Here are the 10 startups pitching during the TiE Hatch Pitch competition:

Houston startup makes Time's list of the best inventions of 2026

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One of the year's most buzzworthy innovations comes from a Houston-based leader in the energy transition. Utility Global's H2Gen recently made Time magazine’s list of the 300 best inventions of 2026.

The H2Gen is an innovative system that produces low-cost clean hydrogen from water and industrial off-gases. The company says the process doesn’t require electricity, a notable claim since hydrogen production typically consumes a lot of power.

"Using a tubular electrochemical cell containing a proprietary electrolyte and water, the company can turn industrial off-gases into hydrogen at scale—no extra electricity required," writes Time. "Bonus: the process also pulls out carbon dioxide as a separate stream, where it can be captured and kept out of the atmosphere.

CEO Parker Meeks tells Time, it's “a practical pathway to decarbonize existing industrial assets."

The startup is on a roll. It has raised $100 million so far in an ongoing Series D round to offer its decarbonization technology at industrial scale around the world.

H2Gen is joined by 10 other inventions with Texas connections onTime's list, as well as one "special mention."

In North Texas, they are:

Samsung
Plano-based Samsung Electronics America pulled off a hat trick this year, with three products making Time’s list. First up is the Galaxy S26 Ultra smartphone. It packs a more powerful camera, Galaxy AI features, and pro-level content creation tools. But Time singled out its new built-in privacy display as the phone’s “biggest selling point.”

Samsung’s Bespoke AI Family Hub refrigerator also got smarter. When AI first came to the Family Hub in 2024, it could recognize some fresh foods, but you still had to log packaged items by hand, Time noted. Now, with Google Gemini built in, the fridge can identify more than 2,000 packaged foods, read handwritten labels, and warn you when food is about to expire. It then uses what’s inside to build grocery lists and suggest recipes.

And for gamers, there’s the Odyssey G8 monitor. Its 6K resolution leapfrogs the 4K standard, delivering what Samsung calls “exceptional visual clarity and detail” on a screen big enough for gaming and multitasking.

OxeFit
Plano-based OxeFit’s XS1 Peak is about the size of a treadmill but works like an entire gym. It can be set up for strength training, simulated skiing or kayaking, Pilates, or rowing. What makes it stand out is a built-in virtual spotter. According to Time, the machine “uses AI, computer vision and sensors to correct the user’s form, change resistance in the middle of a rep and reduce the weight when the user is struggling, much like a human spotter.”

EssilorLuxottica
EssilorLuxottica, the French eyewear giant whose U.S. headquarters is in Farmers Branch, makes Essilor Stellest lenses. The lenses correct nearsightedness while also slowing the eye growth that makes it worse over time. Stellest is the first and only eyeglass lens authorized by the U.S. Food and Drug Administration to control myopia, Time said. The lenses look like regular glasses but contain 1,021 tiny lenslets. In a U.S. trial of kids ages 6-12, myopia progression slowed by an average of 71 percent over two years compared with standard lenses.

Helpany
Helpany, a startup based in Phoenix that manufactures its devices in DFW, makes Paul, a ceiling-mounted gadget that uses radar and AI to spot subtle changes in how residents move and flag those at higher risk of falling. Helpany says the technology can cut falls by as much as 72 percent.

Aurora Innovation
Aurora, based in Pittsburgh with a corporate and operations hub in Coppell, rolled out its second-generation Driver 2 system in July. By September, Driver 2 trucks had logged more than 500,000 driverless miles without a single at-fault crash, Time reported, and the company expects 200 of them on the road by the end of 2026.

Colossal Biosciences
Dallas-based Colossal Biosciences built an artificial egg by placing an ultra-thin, transparent silicone membrane inside a rigid 3D-printed cup, letting scientists watch the embryo develop. Twenty-six chickens have already been hatched.

In Austin, they are:
Cedar Park-based Hyliion landed on Time’s list with its Karno Power Module, a modular generator designed to produce power wherever it’s needed. The Karno represents a big pivot for the company. Hyliion got its start building electrified powertrains for 18-wheelers before shifting into power generation after acquiring the Karno generator technology from GE Aerospace. Founded in Pittsburgh in 2015, the company relocated to Cedar Park in 2018.

The other Austin-associated honoree is Moment Energy. As more electric vehicles hit the road, a growing number of their batteries are nearing retirement, while demand for power keeps climbing. Moment Energy found a way to tackle both problems at once. The company’s Megafactory 1, which opened in Vancouver, Canada, in June, turns old EV batteries into modular energy storage systems for hospitals, factories, data centers, and other big power users. “Our goal is to make sure these batteries don’t end up in landfills,” founder Edward Chiang told Time.

In the “Special Mentions” category, Austin-based Renzoe Box gained notice for its refillable custom makeup palette for on-the-go people. Licensed architect René Graham designed the box. She graduated from Houston's Rice University, and was born and raised in Dallas.

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