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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10+ can't-miss Houston business and innovation events for September

where to be

The energy transition and AI will be the talk of this town this month, thanks to a packed calendar of Houston events. September brings the return of Houston Energy and Climate Startup Week and some of its signature anchor events, plus AI conferences and talks exploring how the technology is impacting everything from healthcare to leadership. Here’s what not to miss and how to register. Please note: this article may be updated to add more events.


Sept. 3 — Entrepreneurship Roundtable with Open

Open Houston and the Ion present this roundtable event to bring together founders, builders, and innovators at various stages of venture development. This month's session will feature Faisal Bhutto, president and CEO of Houston-based AI and tech consulting firm Alykas.

This event is Thursday, Sept. 3, from 10-11:30 a.m. at the Ion. An optional lunch ticket is available for purchase. Register here.

Sept. 3 — AI Operator Spotlight: Houston’s Top AI Leaders Open Their Playbooks

The Houston AI Club, Allenix, the Ion District and Collide are bringing together industry leaders to share their expertise and first-hand experiences building AI companies. The event will feature a panel with Chuck Yates, co-founder of Collide, and Charles Jessup, senior manager of AI fluency at Raytheon, plus an open networking session.

This event is Thursday, Sept. 3, from 5:30-8 p.m. at the Ion. Register here.

Sept. 8 — The Technology Leadership Advantage Series – For CEOs, VCs and PE Firms

Ram Prasad, CEO of Houston-based IT consulting firm Delence, will explore the role of leadership in turning AI investments into business value during the latest installment of this series at the Ion. The event will explore why AI strategies often fail before the technology does and how companies should approach AI ownership, governance, investment and accountability.

This event is Tuesday, Sept. 8, from noon-1 p.m. at the Ion. Register here.

Sept. 14–18 — Houston Energy and Climate Startup Week

Houston Energy and Climate Startup Week returns for its third year, with panels, happy hours and pitch days focused on the energy transition. See the schedule of events here. The week will begin with a kickoff block party and open house at the Ion.

This event starts Monday, Sept. 14. The Ion District will host many of the week's events. Find more information here.

Sept. 15 — Meet the Activate Houston Cohort 2026 Fellows

Meet Activate's latest cohort, which was named this summer, and learn more about their hardtech and climate-focused solutions. Also meet founders from the organization’s 2025 cohort during Houston Energy and Climate Startup Week.

This event is Tuesday, Sept. 15, from 5-7 p.m. at the Ion. Register here.

Sept. 15 – Cypher Pilotathon and Startup Showcase

Grab coffee and take in keynotes and panels featuring leaders from Amperon, Aramco Ventures, New Climate Ventures, Syzygy Plasmonics and many others during this signature event, this year under the theme “The NEW Energy Industrial Revolution.” After lunch, hear pitches from 31 ventures during the Pilotathon. This year's event will also feature a startup showcase with interactive booths where attendees can meet founders and see demonstrations, plus an industry hub where corporates and investors can engage with emerging technologies and identify the pilots they want to move forward with.

This event is Tuesday, Sept. 15, from 9 a.m.-5 p.m. at POST Houston. Get tickets here.

Sept. 15-17 — The AI in Health Conference

Rice University's Ken Kennedy Institute will present this future-focused event, aimed at bridging the gap between artificial intelligence and real-world health outcomes. The event will feature panels with leaders from institutions and companies from around the world, plus technical talks, poster presentations and networking receptions.

This event begins Tuesday, Sept. 15 at 8 a.m. at the BRC at Rice University. Register here.

Sept. 16 — Greentown Labs Climatech Summit

Entrepreneurs, investors, corporate leaders, policymakers and philanthropists will head to Houston this month for the annual Greentown Climatetech Summit. Hear from Greentown CEO Georgina Campbell Flatter and keynote speaker Tim Latimer, CEO and co-founder of Houston geothermal unicorn Fervo Energy, plus numerous other engaging panels at the Ion. Then head to Greentown Labs for an open house and startup showcase, where attendees can meet some of the climatech incubators' members, before taking in the startup pitch competition followed by happy hour over at the Continental Club.

This event is Wednesday, Sept. 16, from 8 a.m.–9 p.m. at multiple locations. Register here.

Sept. 18 — Rice Alliance Energy Tech Venture Forum

Hear from clean energy startups from around the world at the 23rd annual Energy Tech Venture Forum. In addition to the pitches, this event will also host keynotes from Sean Maher, chief economist at Phillips 66, and Ira Ehrenpreis, founder and managing partner of DBL Partner. Panels will focus on technologies, infrastructure and commercialization strategies needed to deploy breakthrough innovations at scale. Following the event, the Rice Alliance will also name its annual “Most Promising” startup.

This event is Thursday, Sept. 17, from 7:30 a.m.-5 p.m. at Rice University’s Jones Graduate School of Business. Register here.

Sept. 23 – Houston Methodist Innovation Discussion

Houston Methodist presents its latest Innovation Discussion this month for the Houston health IT community. This month's event will feature Dr. Jordan Dale, chief medical information officer and chief health AI officer at Houston Methodist, and Ginny Torno, executive director of innovation and IT clinical, ancillary and research systems for Houston Methodist. The two will share insights into Houston Methodist’s innovation strategy and approach to scaling new ideas, plus real-world lessons on AI adoption and more.

This event is Wednesday, Sept. 23, from 5:30-7 p.m. at the Ion. Register here.

Sept. 23 — UH Energy Career Fair

Find your next job or team member at UH's energy-focused career fair. The event will feature companies from the fossil fuels, electrical power, nuclear power and renewables industries; plus nonprofits, governmental agencies and startups. And though the event is geared toward business, engineering, technology and science majors, it is open to students of all majors.

This event is Wednesday, Sept. 23, from 11 a.m.-2 p.m. at the UH Student Center. Find more information here.

Sept. 30 — First Principles Tech Talk: From Orbit to the Lunar Surface

Head to the Ion for the first-ever First Principles Tech Talk. This event will feature short talks and moderated discussions geared toward founders, engineers and operators in the commercial space industry. The inaugural event will feature Megan Ortiz and Zach Paugh from Houston-based Axiom Space.

This event is Wednesday, Sept. 30, from 5-7 p.m. at the Ion. Register here.

Momentum is where Houston founders go to break $1 million — apply by Sept. 30

Inside EO

Houston loves a startup story. The harder story, the one that decides whether a company becomes an employer, a brand, and a fixture of the city, is what happens after the start. Most businesses that survive their early years still never cross $1 million in revenue. Fewer than 5 percent ever do. The rest get stuck in the messy middle, somewhere between $250,000 and $1 million, where the owner is still the salesperson, the product, and the back office all at once, and nothing runs without them.

Momentum, the accelerator run by EO Houston, exists for exactly that stage. It is a yearly accelerator for owners and co-founders between $250,000 and $1 million in revenue who are ready to push past seven figures, built around eight months of classes a year and a confidential monthly Forum. Members are invited to go through it for two years: the first pass to build the systems, the second to run them at a higher level, with a new lens and alongside a new cohort.

The next cohort launches in October, with applications open now at eohouston.com/momentum until September 30. Here is the case the chapter makes for joining, point by point.

A curriculum built by operators, not consultants

Momentum's curriculum was built by two operators. Al Danto, an EO Houston founding member who built and exited his own company, is now a Partner at Exit Advisors and a Senior Lecturer in Entrepreneurship at Rice University. He built the curriculum alongside Jacky Fischer, the owner of Houston's 3 Men Movers, who brought a working owner's eye, not an academic one, to how the program is structured. The material covers what actually decides whether a company scales: building systems, hiring and leading a team, and turning an annual vision into 90-day commitments with clear owners.

“Everything in this curriculum got tested inside a real company, either mine or one run by the people who shaped it. If a tool did not survive contact with a real business, it did not make the cut," Danto says.

Momentum is an independent program of EO Houston and requires no university affiliation; faculty and alumni participate as instructors and coaches in their individual capacities. What carries over is the standard: real experience over theory.

EO Houston Momentum classroom A Momentum class in session. Photo courtesy of EO Houston

Entrepreneurs teaching entrepreneurs since 1987

Momentum works because of what sits behind it. The Entrepreneurs' Organization was founded in 1987 on a simple idea: business owners grow fastest alongside peers who have already been where they are going. Today, EO is a global, peer-to-peer network spanning 200+ chapters in over 80 countries, and it runs on a practice called Forum, a small, confidential group of six to 10 fellow owners who meet monthly. Forum members do not give advice. They share experience: what actually happened when they faced the same hire, the same cash crunch, the same decision. Ask EO members anywhere in the world and most will call Forum the single most valuable thing they belong to. Every Momentum member sits in one.

Built for scaling small businesses, not launching startups

Houston's accelerator landscape mostly serves the very early stage: the idea, the pitch deck, the startup swinging for a billion-dollar outcome. Momentum sits in the gap those programs leave behind. It is built for regular companies that are already real, with revenue, payroll, and customers, and an owner who needs help scaling what works into a business that matures. That focus is the point: EO Houston is the place a small business goes to get help growing.

The price is different too. Accelerators usually charge in ownership, a stake in the company in exchange for the program. Momentum takes none. EO Houston is a nonprofit, and the program runs on dues of $3,500 for the year. The outcome the chapter is after is simple: more Houston businesses crossing $1 million, still fully owned by the people who built them.

An on-ramp into Houston's most established founder community

EO Houston counts more than 200 member businesses, every one run by an owner who has already scaled past $1 million, with 75+ chapter events a year. Momentum members plug into that community from day one: the classes, their own Forum, the annual gala, the retreats, the socials. Two years around people who have already done the thing you are trying to do changes what you believe is normal. And when a Momentum member crosses $1 million, the on-ramp becomes a doorway: graduates step into EO Houston membership itself and the global network behind it. The program's full story and curriculum live at eomomentum.com.

Avneesh Oberoi, founder of Oberoi Investments and The DoughCone, walked that path, finishing the program and joining EO Houston in July 2026.

“I truly can say that the experience for the last two years has been life-changing and so memorable… I am also so filled with gratitude to have met so many people open to sharing their experiences and time. It’s made such a difference in how I think, operate, and spend my time and resources," Oberoi says. "I joined with the goal of taking my business I started personally, The DoughCone, and figuring out how to optimize the business and maximize revenue, while navigating a board seat and ownership in a much larger family business on its third generation of ownership… and EO has given me so many tools and experience shares and perspectives I’ve been able to take to both businesses. The growth has been unreal.”

The door swings both ways. EO Houston is opening Momentum to its own members too, owners whose companies average $3 million to $5 million in sales, because the chapter believes the same curriculum and Forum that carry a founder to $1 million keep working well past it.

Sarah Seitz shows how the pieces connect. A former teacher, she founded The Enrichery, a Houston education company offering academic coaching, test prep, and college counseling that has grown to locations across the city. She completed the Goldman Sachs 10,000 Small Businesses program, then joined EO Houston to keep growing. This year, a year after joining, The Enrichery made the Inc. 5000 list of America's fastest-growing private companies. She coached Momentum through its first year, and has since moved from coaching into leadership, helping shape the program's growth from its board.

For owners finishing a program like 10,000 Small Businesses who are not yet at $1 million, Momentum is where the coaching and community continue until they qualify for EO.

Apply by September 30

Momentum's next cohort begins in October 2026, and applications close September 30. The program is for owners and co-founders of Houston businesses doing more than $250,000 a year who are ready to build past $1 million, and now for EO Houston members ready to keep growing. The full curriculum, dues, dates, and FAQ are on the application page. Apply by September 30 at eohouston.com/momentum.

Fewer than 5 percent of businesses make it past $1 million, and there is nothing inevitable about which 5 percent. Houston has the founders. Momentum exists to give them the systems and the peers.

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EO Houston is the Houston chapter of the Entrepreneurs' Organization, a global peer-to-peer network of business owners founded in 1987, with more than 200 member businesses and 75+ chapter events a year. Momentum is an independent program of EO Houston. Rice University faculty and alumni participate as instructors and coaches in their individual capacities.