Artificial intelligence is changing Houston — one industry at a time. Photo via Getty Images

Artificial intelligence is the buzzword of the decade. From grocery shopping assistance to personal therapy apps, AI has sunk its teeth into every single industry. Houston is no exception to the AI boom. Enterprise-level companies and startups are already flocking to H-town to make their mark in AI and machine learning.

Since the world is generating more data every minute — 1,736 terabytes to be exact — Houston-based companies are already thinking ahead about how to make sense of all of that information in real-time. That's where AI comes in. By 2021, 80 percent of emerging technologies will have AI foundations — Houston is already ninth on the list of AI-ready cities in the world.

AI and machine learning can process large amounts of data quickly and use that data to inform decisions much like a human would. Here are three ways Houston-based companies are using these emerging technologies to revolutionize the city's future.

Health care

The health care industry is primed for AI's personalization capabilities. Each patient that doctors and nurses encounter has different symptoms, health backgrounds, and prescriptions they have to remember. Managing that amount of information can be dangerous if done incorrectly. With AI, diseases are diagnosed quicker, medications are administered more accurately, and nurses have help monitoring patients.

Decisio Health Inc., a Houston-based health tech startup has already made its mark in the healthcare industry with its AI software helping to tackle the COVID-19 pandemic. Their software, in collaboration with GE Healthcare Inc, allows health care providers to remotely monitor patients. By looking at data from ventilators, patient monitoring systems, health records, and other data sources, doctors can make better decisions about patients from a safe distance.

Climate change

Climate change isn't solved overnight. It's an issue that covers water salinity, deforestation, and even declining bee populations. With a problem as large as climate change, huge amounts of data are collected and need to be analyzed. AI can interpret all of that information, show possible future outcomes, track current weather patterns, and find solutions to environmental destruction.

One Houston-based company in the energy tech industry, Enovate Upstream, has created a new AI platform that will help digitize the oil and gas sector. Their AI-powered platform looks at data from digital drilling, digital completions, and digital production, to give oil companies real-time production forecasting. Their work will hopefully make their oil production more efficient and reduce their carbon emission output. Since oil drilling and fracking are a major cause for concern around climate change, their work will make a difference in slowing climate change and make their industry as a whole more climate-conscious.

Energy

Energy is an industry rich with data opportunities—and as Houston's energy sector grows, AI has become a core part of their work. Houston's large influence in the energy sector has primed it for AI integration from startups like Adapt2 Solutions Inc. By using AI and machine learning in their software, they hope to help energy companies make strategic predictions on how to serve energy to the public efficiently. Their work has become especially important in the wake of COVID-19 and the resulting changing energy needs.

Another Houston-based company using AI to influence the energy industry is the retail energy startup Evolve Energy. Their AI and machine learning system help customers find better prices on fluctuating renewable resource—helping them save money on electricity and reducing emissions. The positive feedback from the public on their AI model has shown how energy companies are using emerging technologies like AI in a positive way in their communities.

The bottom line

Houston is more primed than most cities to integrate AI and machine learning into every industry. While there are valid concerns as to how much we should lean on technology for necessary daily tasks, it's clear that AI isn't going anywhere. And it's clear that Houston is currently taking the right steps to continue its lead in this emerging AI market.

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Natasha Ramirez is a Utah-based tech writer.

Houston is a top city for female entrepreneurs, according to a recent study. Getty Images

Houston named top city for female entrepreneurs, 2 local startups collaborate, and more innovation news

Short stories

Houston's innovation ecosystem has been booming with news, and it's likely some might have fallen through the cracks.

For this roundup of short stories within Houston innovation, Houston is recognized for its female-friendly business community, Texas ranks as top for gig economy, the latest Chevron investment is in nuclear energy, and more.

Houston named among top cities for female entrepreneurs

Houston ranked No. 11 on a new study on top cities for female business owners. Via fundera.com

According to a new study from Fundera, Houston ranks among the top 15 cities for female entrepreneurs in the United States. The Bayou City came in at No. 11 based on data pulled from The American Community Survey from the U.S. Census Bureau as well as the Tax Foundation. Metrics included:

  • Percent of self-employed business owners who are women — 18 percent of total score.
  • Percent of women employed in their own business — 18 percent of total score.
  • Earnings gap between male and female business owners — 18 percent of total score.
  • Housing cost as a percent of earnings for female entrepreneurs — 18 percent of total score.
  • Percent of residents with bachelor's degree, denoting high-skilled workforce — 9 percent of total score.
  • Job growth — 9 percent of total score.
  • Tax rates — 9 percent of total score.

"One of the most diverse cities in the country, Houston is also good to its women entrepreneur population," the study reads. "Its biggest strength here, however, may be in its job growth numbers, which were likely impacted by 2020's coronavirus pandemic. It remains to be seen whether the city's strong economic numbers will continue in the years to come."

Lubbock, the only other Texas city to crack the top 15, came in at No. 13.

Galen Data and Zibrio team up with new partnership

A Houston company's balance tracking technology is tapping into another Houston company's cloud technology. Photo courtesy of Zibrio

Houston-based tech companies, Galen Data and Zibrio, have announced a new medical device partnership. Zibrio's SmartScale, which can measure and track physical balance to identify an person's chance of falling, will be able to leverage the Galen CloudTM in order to securely connect data from the device with a patient's physician to support remote patient care.

"Our partnership with Zibrio is a case study in helping an early stage medical device company focus on what they do best," says Galen Data CEO Chris DuPont in a news release. "Galen Data provided outside expertise that has saved Zibrio the needless cost and burden of designing a cloud solution from scratch."

According to the release, the CDC reports that 28 percent of individuals over 65 fall each year, and falls are the leading cause of accidental death in those over 65. Amid the pandemic, the Australian PT Association found an increase in fall right of up to 30 percent.

"With COVID-19 impacting activities of older adults, it was even more critical to find a cost-effective solution to better track, manage, and analyze balance data from our SmartScale," says Zibrio founder and CEO, Katharine Forth, in the release.

IGNITE Madness startup applications close Sept. 4

Ignite Healthcare Network, a health tech startup group that promotes and advances female entrepreneurs, is closing startup applications for its October 22 and 29 event, Ignite Madness. The competition mimics a March Madness-style bracket and will be judged by 10 judges.

The brackets include:

  1. Mental /Behavioral Health
  2. Telemedicine/Remote Patient Monitoring
  3. Medical Devices
  4. Patient Engagement
  5. Employee Wellness
  6. Population Health/Analytics
  7. Femtech/Women's Health
  8. WILDCARD: Other Disruptive Solutions
Apply online for up to $300,000 in cash and prizes.

Texas named the 6th best state for freelance and gig workers

Gig workers are welcome in Texas. Screenshot via directlyapply.com

A job discovery platform, DirectlyApply, has identified the best gig economies to work in and Texas ranked as No. 6. The study looked at nine cost and job opportunity factors, which included the cost of living, the number of restaurants and attractions, the number of advertised gig roles, etc.

Texas has a reported 4,859 gig jobs and 16 gig companies operating locally, and the state sports an average gas price of $0.63 a liter and $1,422 a month to rent an apartment. New York, Florida, California, Ohio, and Illinois ranked ahead of Texas, respectively. The full study is available online.

Adapt2 Solutions recognized with award

Jason Kram is the executive vice president of Adapt2 Solutions. Photo courtesy of Adapt2 Solutions

Houston AI software company, Adapt2 Solutions, has been selected as the winner of the "Best AI Solution for Big Data" award in the 2020 AI Breakthrough Awards program conducted by AI Breakthrough. The awards recognize artificial intelligence and machine learning innovation. This year, the contest saw more than 2,750 nominations from over 15 different countries throughout the world, according to a news release.

"Energy enterprises are dealing with an increasingly complex and ever-changing landscape, including increased renewables, volatile markets, and increased pace of technology innovation for each of the commodity market," says James Johnson, managing director of AI Breakthrough, in the release.

"Adapt2 Solutions is in a unique position to support energy companies with powerful artificial intelligence technology to help their operations to automate, optimize and maintain a competitive advantage. We want to recognize this achievement by awarding them with 'Best AI Solution for Big Data' and we extend a hearty congratulations to the entire Adapt2 team on their well-deserved industry recognition."

The win comes at a strategic time for the company. Adapt2's predictive analytics models forecast unexpected fluctuations in power capacity. Amid the pandemic, this technology enables energy companies to map out demand at a time when they're balancing strained revenue and squeezed spending is paramount, Executive Vice President Jason Kram previously told InnovationMap.

"In times of disruption, big data can inform decision-making for energy companies to optimize energy-market operations with timely and reliable data," Kram says.

Houston Methodist introduces contactless temperature screening

Houston Methodist has set up over a hundred contactless temp checks across its facilities. Photo courtesy of Houston Methodist

Houston Methodist has incorporated new technology from care.ai, an AI-powered temperature monitoring platform, to conduct contactless temperature checks for visitors across 100 locations throughout eight hospitals and 36 physician clinics.

Upon entrance to designated areas, visitors stand in front of a tablet that scans an individual's temperature through the use of thermal technology aimed at the forehead. The technology aims to speed up screening measures and free up staff from the checkpoints. Should a visitor have an elevated skin temperature out of normal range, Methodist staff is contacted.

Chevron invests in nuclear fusion startup

The latest investment from CTV is in nuclear energy. Photo via chevron.com/technology/technology-ventures

Chevron's investment arm, Chevron Technology Ventures, recently announced an investment in Seattle-based Zap Energy Inc., which is working on a modular nuclear reactor. CTV sees nuclear energy as a promising avenue for innovation "across the globe access to affordable, reliable, and ever-cleaner energy," according to a news release.

"We see fusion technology as a promising low-carbon future energy source," says Barbara Burger, president of CTV, in a release. "Our Future Energy Fund investment in Zap Energy adds to Chevron's portfolio of companies we believe are likely to have a role in the energy transition."

This Series A investment is the 10th for Chevron's Future Energy Fund, which focuses on investments in companies that enable macro decarbonization, the mobility-energy nexus, and energy decentralization.

"Our Future Energy Fund investments provide us with strategic insight into power generation markets and potentially disruptive impacts of innovative approaches, like fusion, geothermal, wind, and solar, on the conventional power value chain," says Burger.

Houston-based Adapt2 Solutions has created AI-backed technology to help energy companies make strategic predictions in these unprecedented times. Getty Images

Houston startup uses AI and data to predict energy usage across sectors

crystal ball

Among the many complications presented by the coronavirus pandemic is coping with power needs. Movie theaters, malls, schools, and stadiums are among the places where energy use has been uneven at best. And the unevenness promises to continue as a lot of locations turn the lights back on but their operating hours remain in flux.

Houston-based Adapt2 Solutions Inc. believes its software can help energy companies power their way through the pandemic-driven haziness of power demand from commercial and residential customers.

"Today's energy companies need the speed and flexibility that cloud-native technology provides to fully leverage the massive amounts of data available to them," Jason Kram, executive vice president of Adapt2 Solutions, said in a December 2019 release.

Kram says that by capitalizing on artificial intelligence, machine learning, and cloud computing, his company's predictive analytics models forecast unexpected fluctuations in power capacity. Amid the pandemic, this technology enables energy companies to map out demand at a time when they're balancing strained revenue and squeezed spending is paramount, according to Kram.

Armed with this forecast data, Adapt2 Solutions' customers — including utility companies, energy traders, and power generators — can more easily plot power production, sales, and purchases, Kram tells InnovationMap. This data can be applied to conventional power, renewable energy, and battery-stored power.

"In times of disruption, big data can inform decision-making for energy companies to optimize energy-market operations with timely and reliable data," Kram says.

Adapt2 Solutions' load forecasting feature generates the predictive analytics models. This feature is embedded within the company's Adapt2 Bid-to-Bill flagship product, which helps energy companies manage front-office and back-office operations. Its other products are Adapt2 Green, designed for the renewable energy market, and Adapt2 Trade-to-Tag, aimed at improving management of energy trades.

"With Adapt2's AI-enabled solutions, we strive to help more customers focus on their core operations and bring business units together on a single platform to create an integrated approach," Kram says.

The company's customers include Consolidated Edison Inc. (ConEd), Duke Energy Corp., the East Kentucky Electric Cooperative, Exelon Corp., Invenergy LLC, Sempra Energy, the Tri-State Generation and Transmission Association, Tyr Energy LLC, and Vistra Energy Corp.

Adapt2 Solutions employs about 40 people, Kram says, and plans to grow its revenue and headcount by 25 percent to 40 percent this year. He says Adapt2 Solutions has managed to turn a profit even though it hasn't taken any outside funding since Francisco Diaz founded the company in 2008.

In March, Inc. magazine placed Adapt2 Solutions at No. 222 on its inaugural list of the fastest-growing private companies in Texas. The company's revenue shot up 72 percent from 2016 to 2018.

"The growth in our business reflects a growth in our customers' business, further validating that we have taken the right steps to help energy enterprises better respond to market and technology changes," Diaz said in a March release.


Jason Kram is the executive vice president of Adapt2 Solutions. Photo courtesy of Adapt2 Solutions

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Houston medical institutions launch $6M kidney research incubator

NIH funding

Institutions within Houston’s Texas Medical Center have launched the Houston Area Incubator for Kidney, Urologic and Hematologic Research Training (HAI-KUH) program. The incubator will be backed by $6.25 million over five years from the National Institutes of Health and aims to create a training pipeline for researchers.

HAI-KUH will include 58 investigators from Baylor College of Medicine, Texas Children’s Hospital, the University of Texas Health Science Center at Houston, University of Houston, Houston Methodist Research Institute, MD Anderson Cancer Center, Rice University and Texas A&M University Institute of Biosciences and Technology. The program will fund six predoctoral students and six postdoctoral associates. Trainees will receive support in scientific research, professional development and networking.

According to the organizations, Houston has a high burden of kidney diseases, hypertension, sickle cell disease and other nonmalignant hematologic conditions. HAI-KUH will work to improve the health of patients by building a strong scientific workforce that leverages the team's biomedical research resources to develop research skills of students and trainees and prepare them for sustained and impactful careers. The funding comes through the National Institute of Diabetes and Digestive and Kidney Diseases.

The principal investigators of the project include Dr. Alison Bertuch, professor of pediatric oncology and molecular and human genetics at BCM; Peter Doris, professor and director of the Institute of Molecular Medicine Center for Human Genetics at UT Health; and Margaret Goodell, professor and chair of the Department of Molecular and Cellular Biology at Baylor.

“This new award provides unique collaborative training experiences that extend beyond the outstanding kidney, urology, and hematology research going on in the Texas Medical Center,” Doris said in a news release. “In conceiving this award, the National Institute of Diabetes and Digestive and Kidney Diseases envisioned trainee development across the full spectrum of skills required for professional success.”

Jeffrey Rimer, a professor of Chemical Engineering, is a core investigator on the project and program director at UH. Rimer is known for his breakthroughs in using innovative methods in control crystals to help treat malaria and kidney stones. Other co-investigators include Dr. Wolfgang Winkelmeyer (Baylor), Oleh Pochynyuk (UTHealth), Dr. Rose Khavari (Houston Methodist) and Pamela Wenzel (UT Health).

“This new NIH-sponsored training program will enable us to recruit talented students and postdocs to work on these challenging areas of research,” Rimer added in a release.

6 Houston health tech startups making major advancements right now

meet the finalists

Home to leading hospitals, universities and health-focused incubators, Houston is a breeding ground for innovative medical technology and breakthroughs that can improve outcomes and lead to a better quality of life for patients.

The Health Tech Business category in our 2025 Houston Innovation Awards will honor an innovative startup within the health and medical technology sectors.

Six forward-thinking businesses have been named finalists for the 2025 award. They range from an end-of-life care company to others developing devices and systems for heart monitoring, sleep apnea, hearing loss and more.

Read more about these businesses, their innovative founders, and how they're shaping the future of health care below. Then join us at the Houston Innovation Awards on Nov. 13 at Greentown Labs, when the winner will be unveiled at our live awards ceremony.

Tickets are now on sale for this exclusive event celebrating all things Houston Innovation.

Bairitone Health

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 system is currently in the research and development phase and is being used in clinical trials and studies.

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. It raised a pre-seed round last year of $435,000.

Corveus Medical

Corveus Medical has developed a novel catheter device that allows cardiologists to perform a splanchnic nerve ablation, restoring the pressure balance in patients with moderate heart failure. Its pre-FDA-approved, minimally invasive solution deactivates a nerve that has been demonstrated to be a root cause behind heart failure progression, which allows physicians to treat patients who have traditionally had few options.

The company, formerly known as Caridian Medical, was founded in 2021 by CEO Tyler Melton and CMO Ishan Kamat. It has participated in incubators such as TMC Biodesign, Y Combinator, MedTech Innovator and Fogarty Innovation and was named one of the 10 most promising life science companies at Texas Life Science Forum in 2022. The company says it will move toward validation and verification testing for its device in Q4 of this year.

FibroBiologics

Regenerative medicine company FibroBioligics uses fibroblasts, the body’s most common type of cell, rather than stem cells, to help grow new cells to repair tissue and modulate the immune system. The cell therapies offer treatments for chronic conditions such as degenerative disc disease, multiple sclerosis and non-healing wounds.

The publicly traded company was founded in 2021 by CEO Pete O'Heeron. It opened a new 10,000-square-foot Houston lab earlier this year to scale up research efforts and pave the way for in-house manufacturing. The company says it plans to launch its first clinical trial for diabetic foot ulcers soon, representing the transition of its fibroblast technology to the clinic setting.

Koda Health

Koda Health has developed an advance care planning platform (ACP) that allows users to document and share their care preferences, goals and advance directives for health systems. The web-based platform guides patients through values-based decisions with interactive tools and generates state-specific, legally compliant documents that integrate seamlessly with electronic health record systems. The company also added kidney action planning to its suite of services for patients with serious illnesses last year.

Koda Health was founded out of the TMC's Biodesign Fellowship in 2020 by CEO Tatiana Fofanova, chief medical officer Dr. Desh Mohan, and chief technology officer Katelin Cherry. The company raised a $7 million series A earlier this year, and also announced major partnerships and integrations with Epic, Guidehealth, Medical Home Network, Privia Health and others.

NanoEar

NanoEar has miniaturized hearing aid technology so that it can be implanted across the eardrum, allowing adults with age-related hearing loss to enjoy better sound quality than they would with behind-the-ear hearing aids.

Dr. Ron Moses, an ENT specialist and surgeon at Houston Methodist, developed the technology, and the company was founded in 2016 with CFO Willem Vermaat and COO Michael Moore. The company participated in the TMC Innovation Institute in 2016. It has issued nine U.S. patents and performed successful human cadaver and animal proof-of-concept experiments. Its next step is developing a prototype.

Wellysis USA

Wellysis USA Inc. works to detect heart rhythm disorders with its continuous ECG/EKG monitor with AI reporting. Its S-Patch cardiac monitor is designed for extended testing periods of up to 14 days on a single battery charge. The device weighs only 9 grams, is waterproof and designed to be comfortable to wear, and is considered to have a high detection rate for arrhythmias. It is ideally suited for patient-centric clinical trials to help physicians make diagnoses faster, cheaper and more conveniently.

It was established in Houston in 2023 and participated in the JLABS SFF Program the same year. It closed a $12 million series B last year. It was founded by CEO Young Juhn, CTO Rick Kim, CFO JungSoo Kim and chief strategy officer JoongWoo Kim.

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Houston university is at the top of the class in new college ranking

Top of the Class

Rice University is maintaining its reputation as one of the top colleges in the U.S., according to a new batch of rankings from WalletHub.

Rice topped WalletHub's 2026 lists comparing the best colleges and universities in Texas and the best universities in the South. The private institution also ranked as the 9th best university in the country, three spots lower than its 2024 ranking.

The personal finance website's experts analyzed nearly 800 colleges and universities in the U.S. using 30 key metrics, including factors like student-faculty ratios, graduation rates, campus safety, and many more.

Rice was ranked across seven major categories in the report and scored highly for its faculty resources (No. 10), student educational outcomes (No. 12), student selectivity (No. 16), student career outcomes (No. 26), and campus experience (No. 46).

The only two categories Rice lagged behind in were campus safety (No. 576) and cost and financing (No. 700). U.S. News & World Report says tuition and fees at Rice can add up to more than $65,000 per year for in-state students, with the total cost soaring to nearly $84,000 when factoring in the price for housing, food, books and supplies, transportation, and personal expenses.

In addition to topping WalletHub's rankings, Rice has also claimed top spots in other prestigious lists by U.S. News, Forbes, The Princeton Review, and more. Rice's revered graduate schools – including the MBA program at the Jones Graduate School of Business and Brown School of Engineering and Computing – are also among the best in the country, according to U.S. News and The Princeton Review.

Locally, University of Houston also ranked among the statewide top 10 and ranked as the 268th best university in the U.S. for 2026. In the regional rankings of best universities in the South, UH ranked 52nd on the list

The 10 best colleges and universities in Texas for 2026 are:

  • No. 1 – Rice University, Houston
  • No. 2 – The University of Texas at Austin
  • No. 3 – Trinity University, San Antonio
  • No. 4 – Texas A&M University-College Station
  • No. 5 – Texas Christian University, Fort Worth
  • No. 6 – Austin College, Sherman
  • No. 7 – Southwestern University, Georgetown
  • No. 8 – University of Dallas
  • No. 9 – The University of Texas at Dallas
  • No. 10 – University of Houston
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This article originally appeared on CultureMap.com.