3 Houston-area companies appear on Fortune’s inaugural AI ranking

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Spring-based ExxonMobil ranks within the top 10 on the new Fortune AIQ 50 ranking. Photo via Getty Images.

Three companies based in the Houston area appear on Fortune’s inaugural list of the top adopters of AI among Fortune 500 companies.

The three companies are:

  • No. 7 energy company ExxonMobil, based in Spring
  • No. 19 tech company Hewlett Packard Enterprise, based in Spring
  • No. 47 energy company Chevron, based in Houston

All three companies have taken a big dive into the AI pool.

In 2024, ExxonMobil’s executive chairman and CEO, Darren Woods, explained that AI would play a key role in achieving a $15 billion reduction in operating costs by 2027.

“There is a concerted effort to make sure that we're really working hard to apply that new technology to the opportunity set within the company to drive effectiveness and efficiency,” Woods told Wall Street analysts.

Hewlett Packard Enterprise is also employing AI to decrease costs. In March, the company announced a restructuring plan — including the elimination of 3,000 jobs — aimed at cutting about $350 million in annual expenses. The restructuring is scheduled to wrap up by the end of October.

Hewlett Packard Enterprise’s Catalyst cost-cutting program includes a push to use AI across the company to improve efficiency, Marie Myers, the company’s executive vice president and chief financial officer, told Wall Street analysts in June.

“Our ambition is clear: A leaner, faster, and more competitive organization. Nothing is off limits. We are focused on rethinking the business — not just reducing our costs, but transforming the way we operate,” Myers said.

At Chevron, AI tools are being used to quickly analyze data and extract insights from it, according to tech news website VentureBeat. Also, Chevron employs advanced AI systems known as large language models (LLMs) to create engineering standards, specifications and safety alerts. AI is even being put to work in Chevron’s exploration initiatives.

Bill Braun, Chevron’s chief information officer, said at a VentureBeat-sponsored event in 2024 that AI-savvy data scientists, or “digital scholars,” are always embedded within workplace teams “to act as a catalyst for working differently.”

The Fortune AIQ 50 ranking is based on ServiceNow’s Enterprise AI Maturity Index, an annual measurement of how prepared organizations are to adopt and scale AI. To evaluate how Fortune 500 companies are rolling out AI and how much they value AI investments, Fortune teamed up with Enterprise Technology Research. The results went into computing an AIQ score for each company.

At the top of the ranking is Alphabet (owner of Google and YouTube), followed by Visa, JPMorgan Chase, Nvidia and Mastercard.

Aside from ExxonMobil, Hewlett Packard Enterprise, and Chevron, two other Texas companies made the list: Arlington-based homebuilder D.R. Horton (No. 29) and Austin-based software company Oracle (No. 37).

“The Fortune AIQ 50 demonstrates how companies across industry sectors are beginning to find real value from the deployment of AI technology,” Jeremy Kahn, Fortune’s AI editor, said in a news release. “Clearly, some sectors, such as tech and finance, are pulling ahead of others, but even in so-called 'old economy' industries like mining and transport, there are a few companies that are pulling away from their peers in the successful use of AI.”

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Andrew Chang, managing director of United Airlines Ventures, joins the Houston Innovators Podcast. Photo via LinkedIn

Houston corporate venture leader calls for collaboration across sustainable fuel, innovation community

HOUSTON INNOVATORS PODCAST EPISODE 212

When it comes to the future of aviation — namely, making it more sustainable, a rising tide lifts all boats. Or, in this case, planes.

Andrew Chang, managing director of United Airlines Ventures, explains that working together is the key for advancing sustainable aviation fuel, or SAF. That's why United Airlines started the Sustainable Flight Fund, a $200 million initiative with support from industry leaders, including Air Canada, Boeing, GE Aerospace, JPMorgan Chase, Honeywell, Aramco Ventures, Bank of America, Hawaiian Airlines, JetBlue Ventures, and several others.

"We all recognize that we may compete in our core business, but with the importance of sustainable aviation fuel and given that it's an industry that doesn't exist — you can't compete for something that doesn't exist — let's collaborate and work together to explore technologies that can directly or indirectly support the commercialization and production of sustainable aviation fuel," he says on the Houston Innovators Podcast.

Within United Airline Ventures, Chang's job is to find technology to invest in across the aviation industry spectrum — from SAF to digital technologies that will improve the United customer experience. This means working with startups and other organizations to find the best fit — and, because he's based in Houston, one of United's seven key hubs, this means knowing and interacting with local innovators.

"The knowledge base and the capabilities are here — that's undebatable," Chang says of the Houston innovation ecosystem. "The next step is making sure we're accessing, promoting, collaborating, and learning from one another."

Again, as Chang recognizes, collaboration is key to further developing the ecosystem, "so that we're not trying to solve the same problem in a vacuum," he explains.

United Airlines recently signed an offtake agreement with Cemvita Factory, a Houston biotech startup that's working on SAF. Chang discusses this partnership on the show, as well as explaining how he works with other startups and what he's looking for.

Attention small business owners: it's time for a financial wellness exam. And Hello Alice has just the tool for you to use. Photo by Hero Images

Houston fintech company launches new tool for startups and small businesses

wellness check

Much like the humans that run them, businesses need the occasional wellness exam. A fintech company founded in Houston has created a tool for conducting that health check.

Hello Alice announced that its new tool Business Health Score has launched today. The assessment tool can be used by startups and small businesses to navigate their financial and business health. The tool is the first product rolling out from the Equitable Access Program, a new initiative from Hello Alice and the Global Entrepreneurship Network with support from Wells Fargo, JPMorgan Chase, Mastercard, and the Kauffman Foundation.

Hello Alice was co-founded by Elizabeth Gore and Carolyn Rodz and has worked with over one million small businesses to help them access capital. The idea of the Score is to give business owners "a comprehensive overview of a business's financial health," according to the news release from Hello Alice. This information is critical for decision making and works hand-in-hand with all of Hello Alice's existing resources.

Operating as a self-assessment questionnaire, the Score will provide entrepreneurs with a composite number by evaluating three business aspects: financial and business management practices, financial performance and position, and credit history.

“Over the last two years, Americans have applied to start 10.5 million new businesses, leading to a surge in the small business economy and more entrepreneurs who need support to properly grow their businesses," say Gore and Rodz in the release. "We recognized data was missing from the market that would give enterprise partners and financial institutions a clearer picture of the potential that small business owners possess for massive growth and investment."

The Score will help Hello Alice and its partners, which includes financial institutions, navigate the business's unique needs and provide the appropriate financial services and resources.

“We are providing unparalleled visibility through the Business Health Score that will empower small business owners to make more strategic decisions and optimize their growth while giving partners and institutions the insight to best help them through personalized service and product recommendations," the co-founders continue. "The Score and the larger Equitable Access Program we have launched with GEN are a huge step forward in opening up more growth opportunities for small businesses and ecosystem partners.”

Hello Alice and GEN are on a mission of democratizing access to capital so that entrepreneurs from all communities have the ability to grow their businesses sustainably. Last year, Hello Alice launched an entrepreneur-focused credit card that helped businesses more easily set up a line of credit.

“Entrepreneurs are well-equipped to deal with disruption and changing dynamics, but while talent is plentiful, opportunity is not,” says Jonathan Ortmans, founder and president of the Global Entrepreneurship Network, in the release. “The Equitable Access Program and Business Health Score will open doors for small business owners to better manage and grow their businesses, which will lead to more strategic partnership and funding opportunities.”

Three panelists representing the real estate, banking, and health care industries weighed in on innovation in Houston. Photo via Greater Houston Partnership/Facebook

Overheard: Houston execs weigh in on the innovation ecosystem and local startups

Eavesdropping in Houston

Something has shifted in Houston, and businesses across industries — whether it be real estate, health care, or energy — are focused on innovation, emerging technologies, and the role of startups within the business community.

At the Greater Houston Partnership's annual Economic Outlook on December 5, three panelists from various industries gathered to discuss some of the biggest issues in Houston — from the multifamily real estate market to what the local workforce needs. The panel was moderated by Eddie Robinson, the morning news anchor for Houston Public Radio, and the panelists did weigh in a few issues affecting innovation.

Missed the talk? Here are a few overheard moments from the discussion.

"Houston allows you to do what you do. And you don't get that in other places."

Photo via Greater Houston Partnership/Facebook

— Bradley R. Freels, chairman of Midway Cos. Freels says, while the city's been overshadowed by other Texas cities for innovation and tech — and even by its large oil and gas industry presence, the city is becoming a great place for startups. "This is a great place to do business because it's easy to get started in business here. I think it's just over shadowed to some degree," he says, adding later that, "the initiative around the innovation corridor is real."

"Houston is unique, in my opinion, in how open and welcoming it is."

Photo via Greater Houston Partnership/Facebook

— David Milich, CEO of UnitedHealthcare - Texas & Oklahoma. Building off the panelists point that Houston is a spirited, can-do city, Milich specifies that it's the collaboration between people in Houston that sets the city apart. "When we present ourselves with something to get done, we generally get it down."

"We're realizing that the economy is shifting. As we move forward in the 21st century, our entire workforce needs to be tech fluent."

Photo via Greater Houston Partnership/Facebook

— Nataly Marks, managing director and region manager at JPMorgan Chase. When asked about jobs needed in Houston, Marks specified technology positions. Moreover, JPMorgan Chase is emphasizing getting the entire staff proficient in the latest tech resources.

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Apple doubles down on Houston with new production facility, training center

coming soon

Tech giant Apple announced that it will double the size of its Houston manufacturing footprint as it brings production of its Mac mini to the U.S. for the first time.

The company plans to begin production of its compact desktop computer at a new factory at Apple’s Houston manufacturing site later this year. The move is expected to create thousands of jobs in the Houston area, according to Apple.

Last year, the Cupertino, California-based company announced it would open a 250,000-square-foot factory to produce servers for its data centers in the Houston area. The facility was originally slated to open in 2026, but Apple reports it began production ahead of schedule in 2025.

The addition of the Mac mini operations at the site will bring the footprint to about 500,000 square feet, the Houston Chronicle reports. The New York Times previously reported that Taiwanese electronics manufacturer Foxconn would be involved in the Houston factory.

Apple also announced plans to open a 20,000-square-foot Advanced Manufacturing Center in Houston later this year. The project is currently under construction and will "provide hands-on training in advanced manufacturing techniques to students, supplier employees, and American businesses of all sizes," according to the announcement. Apple opened a similar Apple Manufacturing Academy in Detroit last year.

“Apple is deeply committed to the future of American manufacturing, and we’re proud to significantly expand our footprint in Houston with the production of Mac mini starting later this year,” Tim Cook, Apple’s CEO, said in the news release. “We began shipping advanced AI servers from Houston ahead of schedule, and we’re excited to accelerate that work even further.”

Apple's Houston expansion is part of a $600 billion commitment the company made to the U.S. in 2025.

Houston energy trailblazer Fervo taps into hottest reservoir to date

Heating Up

Things are heating up at Houston-based geothermal power company Fervo Energy.

Fervo recently drilled its hottest well so far at a new geothermal site in western Utah. Fewer than 11 days of drilling more than 11,000 feet deep at Project Blanford showed temperatures above 555 degrees Fahrenheit, which exceeds requirements for commercial viability. Fervo used proprietary AI-driven analytics for the test.

Hotter geothermal reservoirs produce more energy and improve what’s known as energy conversion efficiency, which is the ratio of useful energy output to total energy input.

“Fervo’s exploration strategy has always been underpinned by the seamless integration of cutting-edge data acquisition and advanced analytics,” Jack Norbeck, Fervo’s co-founder and chief technology officer, said in a news release. “This latest ultra-high temperature discovery highlights our team’s ability to detect and develop EGS sweet spots using AI-enhanced geophysical techniques.”

Fervo says an independent review confirms the site’s multigigawatt potential.

The company has increasingly tapped into hotter and hotter geothermal reservoirs, going from 365 degrees at Project Red to 400 degrees at Cape Station and now more than 555 degrees at Blanford.

The new site expands Fervo’s geologic footprint. The Blanford reservoir consists of sedimentary formations such as sandstones, claystones and carbonates, which can be drilled more easily and cost-effectively than more commonly targeted granite formations.

Fervo ranks among the top-funded startups in the Houston area. Since its founding in 2017, the company has raised about $1.5 billion. In January, Fervo filed for an IPO that would value the company at $2 billion to $3 billion, according to

Axios Pro.

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This article originally appeared on EnergyCapitalHTX.com.

11 Houston researchers named to Rice innovation cohort

top of class

The Liu Idea Lab for Innovation and Entrepreneurship (Lilie) has named 11 students and researchers with breakthrough ideas to its 2026 Rice Innovation Fellows cohort.

The program, first launched in 2022, aims to support Rice Ph.D. students and postdocs in turning their research into real-world ventures. Participants receive $10,000 in translational research funding, co-working space and personalized mentorship.

The eleven 2026 Innovation Fellows are:

Ehsan Aalaei, Bioengineering, Ph.D. 2027

Professor Michael King Laboratory

Aalaei is developing new therapies to prevent the spread of cancer.

Matt Lee, Bioengineering, Ph.D. 2027

Professor Caleb Bashor Laboratory

Lee’s work uses AI to design the genetic instructions for more effective therapies.

Thomas Howlett, Bioengineering, Postdoctoral 2028

Professor Kelsey Swingle Laboratory

Howlett is developing a self-administered, nonhormonal treatment for heavy menstrual bleeding.

Jonathan Montes, Bioengineering, Ph.D. 2025

Professor Jessica Butts Laboratory

Montes and his team are developing a fast-acting, long-lasting nasal spray to relieve chronic and acute anxiety.

Siliang Li, BioSciences, Postdoctoral 2025

Professor Caroline Ajo-Franklin Laboratory

Li is developing noninvasive devices that can quickly monitor gut health signals.

Gina Pizzo, Statistics, Lecturer

Pizzo’s research uses data modeling to forecast crop performance and soil health.

Alex Sadamune, Bioengineering, Ph.D. 2027

Professor Chong Xie Laboratory

Sadamune is working to scale the production of high-precision neural implants.

Jaeho Shin, Chemistry, Postdoctoral 2027

Professor James M. Tour Laboratory

Shin is developing next-generation semiconductor and memory technologies to advance computing and AI.

Will Schmid, Electrical and Computer Engineering, Postdoctoral 2025

Professor Alessandro Alabastri Laboratory

Schmid is developing scalable technologies to recover critical minerals from high-salinity resources.

Khadija Zanna, Electrical and Computer Engineering, Ph.D. 2026

Professor Akane Sano Laboratory

Zanna is building machine learning tools to help companies deploy advanced AI in compliance with complex global regulations.

Ava Zoba, Materials Science and Nano Engineering, Ph.D. 2029

Professor Christina Tringides Laboratory

Zoba is designing implantable devices to improve the monitoring of brain function following tumor-removal surgery.

According to Rice, its Innovation Fellows have gone on to raise over $30 million and join top programs, including The Activate Fellowship, Chain Reaction Innovations Fellowship, the Texas Medical Center’s Cancer Therapeutics Accelerator and the Rice Biotech Launch Pad. Past participants include ventures like Helix Earth Technologies and HEXASpec.

“These fellows aren’t just advancing science — they’re building the future of industry here at Rice,” Kyle Judah, Lilie’s executive director, said in a news release. “Alongside their faculty members, they’re stepping into the uncertainty of turning research into real-world solutions. That commitment is rare, and it’s exactly why Lilie and Rice are proud to stand shoulder-to-shoulder with them and nurture their ambition to take on civilization-scale problems that truly matter.”

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