Texas' public libraries have a big impact. Houston Public Library/Facebook

A new statewide study examining the economic impacts of public libraries has revealed they have generated over $3.8 billion in value to local communities — a return of $4.74 for every $1 invested.

The report, "Beyond the Stacks: Measuring the Economic and Community Value of Texas Public Libraries" was conducted by third-party consultancy JBK Economics Group in partnership with the Texas Library Association. About 300 of the total 513 public libraries in Texas participated in a survey for the report.

A major finding from the survey revealed that public libraries create billions in economic value for the communities they serve at a fraction of what it costs to pay employee wages and benefits, operating expenditures, and capital expenditures. About 11,200 jobs were directly and indirectly supported by public libraries, the report found.

The report found its $4.74 to $1 ratio by adding up the total value of the services provided by these institutions (an estimated $2.48 billion), and comparing it to total expenditures ($808.6 million).

"Public libraries had about the same economic footprint as the Texas motion picture and sound recording industry ($2.9 billion in Gross Domestic Product in 2024) or the Texas paper manufacturing industry ($4.0 billion in Gross Domestic Product in 2024)," the report said.

Many Houstonians are already familiar with Houston Public Library's expansive catalog and programming, but there are many more services the library provides that might fly under the radar. A few examples include access to subscription-based research databases and news outlets, and the Library of Things, a collection of cookware and bake ware, musical instruments, craft kits, and other tools or activity materials that are available for cardholders to borrow. Individual branches also provide free Wi-Fi, computer access, and meeting spaces.

Houston-area residents also have access to services at several other local libraries depending on their address, such as the Harris County Public Library, Montgomery County Memorial Library System, or Fort Bend County Libraries, just to name a few.

These are additional services and partnerships that Texas public libraries commonly provide, per the survey results:

  • 93 percent provide voter registration and/or serve as voting locations
  • 84 percent provide partnerships with local social services agencies
  • 82 percent provide job application assistance
  • 68 percent facilitate applications for government benefits
  • 38 percent provide on-site social services
  • 30 percent provide telehealth rooms and/or resources
"Public libraries are practical, welcoming and rooted in the communities they serve — they are unmistakably Texan," said Texas Library Association executive director Shirley Robinson in a press release. "This study puts a dollar value on the opportunities libraries create every day. Whether someone visits a library to apply for a job, access the internet, learn a new skill or simply find a new favorite book, those services create real value for Texans and their communities."

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This article first appeared on CultureMap.com.

Taurus Vascular is one step closer to stopping abdominal aortic aneurysms for good. Photo courtesy of TNVC

Houston health tech startup scores $30,000 prize at annual pitch competition

big winner

A Houston biotech company has won the Texas A&M New Ventures Competition (TNVC). Taurus Vascular took home $30,000 for its first-place victory.

Taurus Vascular is working on a new solution to stopping abdominal aortic aneurysms (AAA) before they rupture and become potentially fatal. The company arose out of the TMC Innovation Biodesign Program. Fellows Matthew Kuhn and Melanie Lowther had a year to bring a company to fruition. The highly qualified team can boast of Kuhn’s more than 40 patents and Lowther’s former role as director of entrepreneurship and innovation at Texas Children’s Hospital.

The competition’s intense process included presenting to commercialization experts across several rounds. In fact, vetting takes four months and includes coaching to help competitors thrive in their pitches.

“As we celebrate the tenth year of the Texas A&M New Ventures Competition, we recognize the significant economic impact these startups have across Texas and their worldwide societal contributions,” says Chris Scotti, TNVC chair, in a news release. “Looking ahead, we are excited to continue fostering innovation and supporting science and engineering-based companies that drive progress and create lasting change.”

In its decade of competitions, TNVC has awarded almost $4 million prizes to startups. This year alone, 27 awards were distributed. Those included investment capital, consulting, legal and engineering services, and other types of support tailored to the winners’ needs.

“We are honored to have won first place at the Texas New Ventures Competition. Competing alongside so many outstanding companies and talented founders makes this recognition even more meaningful and reflects the dedication and hard work of our team at Taurus Vascular,” Kuhn says in a press release. “The financial support and increased visibility from this win will be pivotal for our growth, unlocking new opportunities and partnerships.

"This award strengthens our belief in our mission of reducing endoleak risks in endovascular aortic aneurysm repair and making a positive impact on patient care," he continues. "We are also grateful to Biotex for choosing us as a recipient for their sponsored prize and eagerly anticipate collaborating with them in the next phase of our technology’s development.”

Fewer than 20 percent of patients whose AAAs rupture survive. Kuhn told InnovationMap last year that he hopes to commercialize his technology by 2030. This competition brings patients closer to one day having far better odds when contending with a AAA.

Texas ranks in the top 10 states with promising digital economies. Photo via Getty Images

The future of Texas’ digital economy is strong, according to a new study

by the numbers

A new report from California-based software firm Tipalti ranks Texas in the top 10 for states with the best digital economy outlooks.

Based on findings from Indeed.com, the U.S. Census Bureau, The Computing Technology Industry Association, and BroadbanNow, the study looks at which states and countries are best prepared for future and continued shifts towards a more digitized world.

Texas was ranked ninth overall, with a score of 8.4 out of 10 for Tipalti’s digital economy score. The report based this score on a few criteria. Here’s what it found.

Texas was found to have had:

  • 86.23 “digital jobs” per every 100,000 posted
  • A 425.9 MBps download speed
  • 2,634.01 tech employees per every 100,000 employees
  • An economic impact of $142.8 billion economic impact from the tech sector
  • 39,299 tech firms in the state
  • A $91,885 median tech occupation wage

Comparatively, Virginia, which ranked first with a 10 out of 10 score, had:

  • 125.09 “digital jobs” per every 100,000 posted
  • A 505.6 MBps download speed
  • 4,047.26 tech employees per every 100,000 employees
  • An economic impact of $57.8 from the tech sector
  • 20,600 tech firms in the state
  • A $105,412 median tech occupation wage

Of the states in the top 10, Texas had the second-highest tech sector economic impact, falling only behind California with an impact of $515.6 billion. California also had the highest number of tech firms in the country with a total of 54,303.

Vermont was reported to have embraced remote working the most, with 63.05 remote jobs posted per 100,000 residents. Maryland had the highest average download speeds of 506.7 Mbps. And tech workers in Washington were reported to earn the highest median tech occupation wage of $124,653.

The United States did not rank on Tipalti's list of countries with the most promising digital economies. The city-state, which could "dominate the digital landscape in the near future," according to the report, had $193.93 billion in total tech exports in 2020.

On a late-2022 report, Houston and Texas also ranked high among regions to launch a startup. Houston ranked as ninth, falling just behind Dallas at No. 8, on a list from the 42Floors real estate website of the top spots for new entrepreneurs. Around that same time, Job search platform Lensa also ranked Texas as the best state to launch a startup.
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Houston ranks among 15 U.S. hot spots for women in tech

Ranking It

Houston is soaring among the best places in the U.S. for women in tech, a new report says. Houston ranked No. 15 nationwide in SmartAsset's new report, "Best and Worst Cities for Women in Tech — 2026 Study," which compared the 50 biggest U.S. cities across four metrics:

  • Gender pay gap — women's median earnings as a percentage of men’s median earnings in tech
  • The share of all tech workers that are women
  • The overall concentration of employment for tech workers, defined as "tech workers as a share of the local workforce"
  • Women tech workers’ median earnings, adjusted for regional price parity
For the purpose of the study, tech workers are defined as "city residents employed in computer and mathematical occupations." The study's findings show that fewer than 9,500 tech workers in Houston are women, or 25.6 percent of the total tech workforce in the city. In total, tech workers in general make up less than 3 percent of the Houston workforce.Despite the high ranking, women tech workers in Houston have a sizeable gap to cross to receive equal pay compared to their male counterparts in the same industry. Women tech workers make just over $97,000 in median earnings after adjusting for regional price parity, which is only 93 percent of what male tech workers make, SmartAsset found.

There are only two U.S. cities where women in tech earn more than what their male counterparts: Miami and Memphis, Tennessee. Women tech workers in Miami make an adjusted $88,650 in median earnings, or 101.7 percent of what men in tech make. In Memphis, women make $84,718 in adjusted earnings, or 101.5 percent of what men in tech earn.

The findings also assert that women remain underrepresented in the nation's overall tech sector, despite making up nearly half of the total workforce. Only 22.6 percent of the country's tech labor force is made up of women, according to the Equal Employment Opportunity Commission."Opportunities for women in tech can vary considerably by location, and these differences shape access to jobs, career advancement and earning potential," the report's author wrote. "In some places, women account for a larger share of tech workers, face narrower pay gaps and enjoy a stronger local labor market. In others, they may encounter a more challenging career environmentThe six other Texas cities that earned spots in the report are Austin (No. 6), Fort Worth (No. 26), Dallas (No. 32), Arlington (No. 38), San Antonio (No. 42), and El Paso (No. 49).

The top 10 best U.S. cities for women in tech are:

  • No. 1 – San Jose, California
  • No. 2 – Seattle, Washington
  • No. 3 – San Francisco, California
  • No. 4 – Atlanta, Georgia
  • No. 5 – Baltimore, Maryland
  • No. 6 – Austin, Texas
  • No. 7 – Oakland, California
  • No. 8 – Portland, Oregon
  • No. 9 – Boston, Massachusetts
  • No. 10 – Minneapolis, Minnesota
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This article first appeared on CultureMap.com.

5 female-founded Houston startups shine as Innovation Awards finalists

meet the finalists

Houston is home to many standout female founders, making inroads and breakthroughs in every industry.

As part of the 2026 Houston Innovation Awards, our Female-founded Business category honors women-led startups that are shaping Houston innovation.

Five female-founded businesses have been named finalists for the 2026 award. This year's finalists, selected by our esteemed panel of judges, range from an AI startup for C-Suite execs to a company developing semi-autonomous crawler robots for corrosion detection.

Read more about these innovative startups and the visionary female founders behind them below. The 2026 winners will be announced on InnovationMap.com in mid-November.

Adair

Artificial intelligence startup Adair uses computational linguistics and behavioral economics to measure, model and quantify the impact of spoken and written language on firm valuation and stock prices. The company works with C-Suite executives of public companies on high-stakes communications before they go live.

The company was founded last year by CEO Kathleen Perley, CPO Alex Duong and CTO Anthony Grivet. It raised $5.6 million earlier this year, according to its application.

ARIX Technologies

Energytech startup ARIX Technologies has developed a semiautonomous VENUS crawler robot to detect corrosion under insulation before it becomes a failure. The robots climb insulated piping in refineries, chemical plants and energy facilities to capture inspection data without removing insulation or building scaffolding. ARIX's inspection portal then turns information from the inspection into data a company can act on.

ARIX was founded in 2017 by Dianna Liu, who serves as director, and Head of Product Petter Wehlin. Craig Malloy serves as CEO. The company has raised more than $22 million in seed funding and a Series A round, according to its application.

Bairitone Health

Healthtech startup Bairitone Health is bringing anatomy imaging for sleep apnea to the home environment. The company's platform maps users' anatomy during natural sleep using a facial patch to determine the root cause of airway obstruction. It then offers effective therapies for each patient.

The company was founded in 2022 in the Texas Medical Center's Biodesign program by CEO Meagan Pitcher, CTO Onur Kilic and chief medical officer Britt Cross. It was a member of Activate Houston's inaugural cohort and has participated in numerous accelerators and incubators. The company raised an oversubscribed seed round for $2.4 million earlier this year and received Breakthrough Device Designation from the Food and Drug Administration in April.

FlowCellutions

Energytech startup FlowCellutions is developing a chemistry-agnostic diagnostics platform for flow and metal-air batteries supporting data centers and critical infrastructure. The platform is designed to help reduce operating costs, prevent failures and costly downtime, and extend battery lifetime from approximately seven years to more than 30 years. It has deployed four paid pilots and plans to take insights from the programs to develop its next-gen sensor platform technology.

CEO Becca Segel founded the company in 2022. It is a member of Greentown Labs, and Segel was a 2025 Activate Fellow. The company has raised over $2 million in non-dilutive funding and received a $1.5 million NSF SBIR Fast-Track award earlier this year.

ParaDocs Health

Healthtech startup ParaDocs Health is developing a clinical intelligence platform that helps doctors and care teams streamline administrative tasks and make better use of patient records. Its technology organizes fragmented clinical data into actionable insights, helping care teams identify gaps in care, assess patient risks and simplify documentation and reimbursement.

ParaDocs was founded in 2022 by CEO Dr. Dhini Nasution and CTO Dr. Omar Mohtar. The company participated in the TMCi Biodesign Program and raised a preseed round last year, according to its application.