This week's roundup of Houston innovators includes Samantha Lewis of Mercury, Lydia Davies of Teamates, and Karen Leal of Insperity. Photos courtesy

Editor's note: In this week's roundup of Houston innovators to know, I'm introducing you to three local innovators across industries — from sportstech to venture capital — recently making headlines in Houston innovation.

Samantha Lewis, principal at Mercury Fund

Samantha Lewis, principal at Mercury Fund, joins this week's episode of the Houston Innovators Podcast. Photo courtesy of Mercury Fund

It's not an easy time to be a startup founder, and Samantha Lewis, principal at Houston-based venture capital firm Mercury, knows that best. She joined the Houston Innovators Podcast to share what she's observed from the market — and how to navigate these uncertain times.

“We all know it’s turbulent market times. We’re unsure where the market is going, and when there’s uncertainty in the public markets, that puts uncertainty in the private markets,” Lewis says on this week's episode of the Houston Innovators Podcast. “What I’ve been spending the past two quarters doing is working with our portfolio companies to just make sure our balance sheets are bulked up for what’s to come in 2023.” Read more.

Karen Leal, performance specialist at Insperity

Time to think ahead, business owners. Here's what this expert thinks you need to prioritize. Photo courtesy

It's that time of year — the time to plan ahead for the next calendar year. Karen Leal, an expert at HR solutions company Insperity, wrote in a guest column her tips for small businesses and startups navigating the current market and planning ahead.

"While it is uncertain what lies ahead for businesses in 2023, leaders can prepare to face staffing challenges by choosing the best talent and creating a culture that shows employees that they are valued," she writes. Read more.

Lydia Davies, founder of TeeMates Golf and Teamates

Calling all sports fans. Image via LinkedIn

Lydia Davies, who launched TeeMates Golf last year, is back with another way for the athletically inclined to find likeminded individuals. Teamates, a new, Houston-based, multi-sport meetup app, connects like-minded sporty types who want to connect and run, hike, surf, or play golf, pickleball, and more.

“I have noticed more and more over the years that it is hard for adults to find friends, especially to find friends to play sports with,” said Davies in a press release. “Why not get active and use it as an icebreaker? Let us come out of the last few years healthier and happier by linking together to get outside and get active. Teamates makes it so easy to join a meetup with just one click.” Read more.

Teamates, a new, Houston-based, multi-sport meetup app, connects like-minded sporty types who want to connect and run, hike, surf, or play golf, pickleball, and more. Photo courtesy of TeeMates

Smart new Houston-based app helps sporty locals connect and get their game on

play on

Active Houstonians who're looking to meet up with fellow locals and get their sports on now have a new app for that.

Teamates, a new, Houston-based, multi-sport meetup app, connects like-minded sporty types who want to connect and run, hike, surf, or play golf, pickleball, and more. Users can download the app on Apple IOS or Google Play.

Specifically, users follow their favorite sports, while the app then filters meetups and social feed for those sports. Users can join in, favorite friends, post meetups with photos, group message, request to join meetups, and post and share on the feed and stories.

Seriously competitive users can soon earn rewards and get on the leaderboard to win biweekly sports prizes. Friends can award others "Mate Medals" for being top-rated buddies and true MVPs.

Founder Lydia Davies created Teamates after launching TeeMates Golf last year. Her inspiration came out of necessity: Davis simply wanted to help her “golf-addicted husband” who travels frequently and was constantly playing rounds alone.

“I have noticed more and more over the years that it is hard for adults to find friends, especially to find friends to play sports with,” said Davies in a press release. “Why not get active and use it as an icebreaker? Let us come out of the last few years healthier and happier by linking together to get outside and get active. Teamates makes it so easy to join a meetup with just one click.”

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This article originally ran on CultureMap.

The Softeq Venture Studio has named 14 startups — two from Houston — to its third cohort. Photo via Getty Images

Houston tech company's venture studio names new partner and cohort

developing tech

A Houston-based tech company has named a new limited partner and 14 new startups to its venture arm.

Softeq Development Corporation announced its third group of early-stage startups to join the Softeq Venture Studio, which is geared at helping its resident startups quickly develop their technology and build their businesses. With 14 startups, the summer 2022 cohort is the largest yet and brings the total portfolio to 27 companies. Additionally, the $40 million Softeq Venture Fund welcomed Royal Eagle Capital Partners, a Houston-based investment firm, as a limited partner with its $3 million commitment.

“We are thrilled to see how much the Softeq Venture Studio has grown since 2021,” says Christopher A. Howard, founder and CEO of Softeq, in a news release. “We’re also pleased to welcome Royal Eagle Capital Partners as an investment partner in our Venture Fund, which allowed us to achieve more than 50 percent of our funding goal in just five months. We look forward to building on this partnership and growing Softeq in North America, Latin America, and beyond.”

Softeq is also celebrating a recent expansion into Latin America and staffing the new regional office with 30 engineers. The company has plans to grow to 150 employees in the region over the next year.

“The Softeq Venture Fund presents a unique opportunity to diversify our holdings within the alternative investments space. The concept of risk mitigation in venture investments resonates with investment firms globally, and we are excited to be working with Softeq and the amazing talent of their early-stage companies,” said Mark Valdez — co-founder, managing partner, and chief investment officer at Royal Eagle Capital Partners — in the release. "The emphasis on growth in Latin America by Softeq was a driving factor for our commitment and will open the door to new opportunities in Mexico and beyond.”

The Q2 2022 cohort is from across the United States with even some international representatives. The companies are using tech to solve problems across industries from human resources and wellness to med-tech and sports-tech and more. Applications are open for the next cohort online.

Here are the 14 companies making up the cohort:

  • Concerto Commerce, based in Southlake, Texas, is an eCommerce platform that combines automated catalog management and payment processing to streamline reseller operations.
  • New York City-based Dailyhuman is a software platform designed to help companies retain employees by fostering safety, trust, and connection in the workplace.
  • Headquartered in Houston, FrakBlock is a blockchain-based predictive tool providing financial products for the adulting process of young teens in Latin America.
  • High Tech Ranch Solutions, from The Woodlands, is a digital ranch management system designed by ranchers to bring monitoring to the palm of your hand.
  • Santa Barbara, California-based Homesavi is a platform that helps first-time homebuyers understand the home-buying process and guides them to their dream home.
  • Louder.ai is an advertising platform that revolutionizes how people can support causes they care about and see the impact of their donations.
  • Mallard Bay, founded out of Louisiana State University, is a marketplace for guided hunting and fishing trips that streamlines booking and administrative processes for consumers and outfitters. The company won Softeq's prize at the Rice Business Plan Competition.
  • RYN is a social platform to help families in the Middle East find and employ household migrant workers providing better working and living conditions.
  • Delaware-based SAmAS Gamify is building a gamified psychometric assessment platform that helps employers evaluate and select the most qualified candidates.
  • Founded in North Carolina, ShopAgain is an AI-powered customer retention platform redefining personalized customer experiences for eCommerce businesses.
  • Houston-based TeeMates Golf is a mobile app that connects golfers worldwide using social media, tee time linking, and offers a merchandise marketplace.
  • ViiT Health, based in Mexico, is a non-invasive technology to help people measure and monitor blood sugar levels more accurately without a finger prick lancet.
  • WellnessWins is a CRM to streamline intake processes for private therapy clinics to reduce waitlists and increase access to mental health care.
  • WorkHint helps retail companies manage on-demand hourly talent to increase flexibility, reduce cost, and generate actionable data-driven insights.
Swing into golf games with new friends with this new app. Photo courtesy of TeeMates Golf

New Houston-based golf app links up players, sets tee times, and more

there's an app for that

A new, Houston-based golf app is teeing up a chance for enthusiasts to link up over their love of the sport.

TeeMates Golf is a custom-made app that globally connects players and even sparks new networks and even friendships. The clever app has launched on the Apple Store and Google Play, with a full web version next month, the company notes in a press release.

How does it work? Users create a profile page with a (hopefully honest!) handicap, play preferences, description, and photos for sharing. Users can then post and share videos and photos on others' profile pages or on the newsfeed.

Players can review their favorite courses, show off swing skills, share best golf tips and drills, and more. Like most social media apps, users can like, comment, learn and interact from other people's lessons or posts, and also add friends, a release notes.

Game on
Those who already have scheduled a tee time and want to invite other players can utilize the "Create a Teetime" option. The feature searches for available players in the area, displays their profiles and skill level, and offers a chance to connect and invite to games. Like a dating app, users can even accept or decline — ouch — requests.

Another key feature allows players to post days and/or times they are available to play, which opens them up to an "add TeeMates" section. Available tee times also pop up in users' geographic areas.

Personal pro shop
TeeMates also boasts a pro shop feature, where users can create a store and sell their own new and used products (always a help for beginners who don't want to invest in expensive new clubs). Users can also promote their own clothing and apparel lines or gear.

The app was created by Houston realtor and self-professed sports enthusiast and tech lover Lydia Davies, who notes in press materials that her inspiration came from trying to assist her "golf-addicted husband" who travels frequently and was constantly playing rounds alone.

She added that her goal is to create an app that helps "grow and promote the game of golf by linking golfers globally in a social media setting. Whether it be for fun, competition, exercise, or just to meet new people with similar skill sets, TeeMates will serve as a network link for those that enjoy the sport."

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This article originally on on CultureMap.

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Houston researchers develop material to boost AI speed and cut energy use

ai research

A team of researchers at the University of Houston has developed an innovative thin-film material that they believe will make AI devices faster and more energy efficient.

AI data centers consume massive amounts of electricity and use large cooling systems to operate, adding a strain on overall energy consumption.

“AI has made our energy needs explode,” Alamgir Karim, Dow Chair and Welch Foundation Professor at the William A. Brookshire Department of Chemical and Biomolecular Engineering at UH, explained in a news release. “Many AI data centers employ vast cooling systems that consume large amounts of electricity to keep the thousands of servers with integrated circuit chips running optimally at low temperatures to maintain high data processing speed, have shorter response time and extend chip lifetime.”

In a report recently published in ACS Nano, Karim and a team of researchers introduced a specialized two-dimensional thin film dielectric, or electric insulator. The film, which does not store electricity, could be used to replace traditional, heat-generating components in integrated circuit chips, which are essential hardware powering AI.

The thinner film material aims to reduce the significant energy cost and heat produced by the high-performance computing necessary for AI.

Karim and his former doctoral student, Maninderjeet Singh, used Nobel prize-winning organic framework materials to develop the film. Singh, now a postdoctoral researcher at Columbia University, developed the materials during his doctoral training at UH, along with Devin Shaffer, a UH professor of civil engineering, and doctoral student Erin Schroeder.

Their study shows that dielectrics with high permittivity (high-k) store more electrical energy and dissipate more energy as heat than those with low-k materials. Karim focused on low-k materials made from light elements, like carbon, that would allow chips to run cooler and faster.

The team then created new materials with carbon and other light elements, forming covalently bonded sheetlike films with highly porous crystalline structures using a process known as synthetic interfacial polymerization. Then they studied their electronic properties and applications in devices.

According to the report, the film was suitable for high-voltage, high-power devices while maintaining thermal stability at elevated operating temperatures.

“These next-generation materials are expected to boost the performance of AI and conventional electronics devices significantly,” Singh added in the release.

Houston to become 'global leader in brain health' and more innovation news

Top Topics

Editor's note: The most-read Houston innovation news this month is centered around brain health, from the launch of Project Metis to Rice''s new Amyloid Mechanism and Disease Center. Here are the five most popular InnovationMap stories from December 1-15, 2025:

1. Houston institutions launch Project Metis to position region as global leader in brain health

The Rice Brain Institute, UTMB's Moody Brain Health Institute and Memorial Hermann’s comprehensive neurology care department will lead Project Metis. Photo via Unsplash.

Leaders in Houston's health care and innovation sectors have joined the Center for Houston’s Future to launch an initiative that aims to make the Greater Houston Area "the global leader of brain health." The multi-year Project Metis, named after the Greek goddess of wisdom and deep thought, will be led by the newly formed Rice Brain Institute, The University of Texas Medical Branch's Moody Brain Health Institute and Memorial Hermann’s comprehensive neurology care department. The initiative comes on the heels of Texas voters overwhelmingly approving a ballot measure to launch the $3 billion, state-funded Dementia Prevention and Research Institute of Texas (DPRIT). Continue reading.

2.Rice University researchers unveil new model that could sharpen MRI scans

New findings from a team of Rice University researchers could enhance MRI clarity. Photo via Unsplash.

Researchers at Rice University, in collaboration with Oak Ridge National Laboratory, have developed a new model that could lead to sharper imaging and safer diagnostics using magnetic resonance imaging, or MRI. In a study published in The Journal of Chemical Physics, the team of researchers showed how they used the Fokker-Planck equation to better understand how water molecules respond to contrast agents in a process known as “relaxation.” Continue reading.

3. Rice University launches new center to study roots of Alzheimer’s and Parkinson’s

The new Amyloid Mechanism and Disease Center will serve as the neuroscience branch of Rice’s Brain Institute. Photo via Unsplash.

Rice University has launched its new Amyloid Mechanism and Disease Center, which aims to uncover the molecular origins of Alzheimer’s, Parkinson’s and other amyloid-related diseases. The center will bring together Rice faculty in chemistry, biophysics, cell biology and biochemistry to study how protein aggregates called amyloids form, spread and harm brain cells. It will serve as the neuroscience branch of the Rice Brain Institute, which was also recently established. Continue reading.

4. Baylor center receives $10M NIH grant to continue rare disease research

BCM's Center for Precision Medicine Models has received funding that will allow it to study more complex diseases. Photo via Getty Images

Baylor College of Medicine’s Center for Precision Medicine Models has received a $10 million, five-year grant from the National Institutes of Health that will allow it to continue its work studying rare genetic diseases. The Center for Precision Medicine Models creates customized cell, fly and mouse models that mimic specific genetic variations found in patients, helping scientists to better understand how genetic changes cause disease and explore potential treatments. Continue reading.

5. Luxury transportation startup connects Houston with Austin and San Antonio

Shutto is a new option for Houston commuters. Photo courtesy of Shutto

Houston business and leisure travelers have a luxe new way to hop between Texas cities. Transportation startup Shutto has launched luxury van service connecting San Antonio, Austin, and Houston, offering travelers a comfortable alternative to flying or long-haul rideshare. Continue reading.

Texas falls to bottom of national list for AI-related job openings

jobs report

For all the hoopla over AI in the American workforce, Texas’ share of AI-related job openings falls short of every state except Pennsylvania and Florida.

A study by Unit4, a provider of cloud-based enterprise resource planning (ERP) software for businesses, puts Texas at No. 49 among the states with the highest share of AI-focused jobs. Just 9.39 percent of Texas job postings examined by Unit4 mentioned AI.

Behind Texas are No. 49 Pennsylvania (9.24 percent of jobs related to AI) and No. 50 Florida (9.04 percent). One spot ahead of Texas, at No. 47, is California (9.56 percent).

Unit4 notes that Texas’ and Florida’s low rankings show “AI hiring concentration isn’t necessarily tied to population size or GDP.”

“For years, California, Texas, and New York dominated tech hiring, but that’s changing fast. High living costs, remote work culture, and the democratization of AI tools mean smaller states can now compete,” Unit4 spokesperson Mark Baars said in a release.

The No. 1 state is Wyoming, where 20.38 percent of job openings were related to AI. The Cowboy State was followed by Vermont at No. 2 (20.34 percent) and Rhode Island at No. 3 (19.74 percent).

“A company in Wyoming can hire an AI engineer from anywhere, and startups in Vermont can build powerful AI systems without being based in Silicon Valley,” Baars added.

The study analyzed LinkedIn job postings across all 50 states to determine which ones were leading in AI employment. Unit4 came up with percentages by dividing the total number of job postings in a state by the total number of AI-related job postings.

Experts suggest that while states like Texas, California and Florida “have a vast number of total job postings, the sheer volume of non-AI jobs dilutes their AI concentration ratio,” according to Unit4. “Moreover, many major tech firms headquartered in California are outsourcing AI roles to smaller, more affordable markets, creating a redistribution of AI employment opportunities.”