Mobile vet business, virtual reality for space, plant-based biotech, and more — all this innovation and more is coming out of Houston startups. Courtesy photos

Editor's note: As 2020 comes to a close, InnovationMap is looking back at the year's top stories in Houston innovation. This past year, InnovationMap featured profiles on dozens of these Houston startups — from blockchain and software companies to startups with solutions in health care and oil and gas. Here are excerpts of 10 that stood out throughout 2020 — be sure to click through to read the full story.

Houston health tech startup moves into new office amid major growth

BrainCheck has moved to a new office as it grows its team and expands its product. Natalie Harms/InnovationMap

Following a series A round of fundraising, a Houston digital health startup is on a bit of a hiring spree, leading to new office space the company has room to grow into.

BrainCheck, which was founded in 2015 by neuroscientist David Eagleman, is a cognitive assessment startup that has developed a software tool for primary care doctors to use to assess their patients' cognitive health so that they can more quickly diagnose and treat them for maladies like dementia.

The 19-person company headquartered in Houston — with a secondary office in Austin focused on product development — has relocated its operations from coworking space in the Texas Medical Center to an office in the Rice Village area. The move was made possible by an $8 million series A financing round that closed in October.

"It's pretty exciting to have reached this milestone where we need more space," Yael Katz, co-founder and CEO of BrainCheck, tells InnovationMap. "We were pretty much bursting at the seams in our old office." Click here to continue reading.

Houston startup raises $30M, plans to be 'next iconic chemical company' with plant-based alternatives

Solugen, which uses plant-centered biotechnology to produce environmentally friendly chemicals, has raised an additional $30 million and is speculated to soon reach unicorn status. Photo via solugentech.com

While Forbes recently anointed Houston-based Solugen Inc. as one of the next billion-dollar "unicorns" in the startup world, Dr. Gaurab Chakrabarti shrugs off the unicorn buzz.

Chakrabarti, a physician and scientist who's co-founder and CEO of the startup, concedes he doesn't know whether Solugen will be worth $1 billion or not. But he does know that the startup aspires to be a key competitor in the emerging "climate tech" sector, whose players strive to combat climate change. Chakrabarti estimates the climate-tech chemical space alone represents a global market opportunity valued at $1 trillion to $2 trillion per year.

Solugen's overarching goal in the climate-tech market: Replace petroleum-based chemicals with plant-based substitutes.

"I'd love it if we were the poster child that drives climate tech to be the next big, sexy trend," Chakrabarti says.

Chakrabarti acknowledges Solugen's investors, executives, and employees hope the startup succeeds financially. But success, he believes, goes beyond making money and plotting an exit strategy. Instead, Chakrabarti emphasizes "a shift in thinking" on climate tech that he says promises to transform the fledgling sector into a "true niche" that'll be "good for everyone." Click here to continue reading.

Houston mobile vet company plans to roll out services statewide

A Houston vet has seen growth in business for her mobile vet company due to the pandemic. Now, she's planning major growth. Photo courtesy of Rollin' Vets

It's safe to say that the real winners of work-from-home trends that sparked due to the pandemic are our pets. Dogs and cats that were used to not seeing their owners for eight hours every work day now have 24-hour access to attention, treats, and ear scratches.

This increased attention pets are getting from their owners has also meant an increased awareness of pet health, says Katie Eick, founder of Houston-based Rollin' Vets, a startup that has mobilized veterinary services.

"People are home and observing their animals more. They're seeing and recognizing things they might not have if they were at work all day," Eick says.

That's, of course, not the only way the pandemic has affected business for Eick. She founded her company in 2016 and was seeing steady growth as delivery and on-demand services like Uber, DoorDash, etc. increased in use and awareness. Click here to continue reading.

With fresh funds, this Houston entrepreneur plans to scale his industrial e-commerce startup

Tim Neal, CEO of Houston-based GoExpedi, shares how his company plans to scale following its recent series C closing. Photo by Colt Melrose for GoExpedi

Consumers are getting more and more used to picking up their laptops or phones and ordering everyday items in just a few clicks or taps — and seeing those items delivered in just a few days. To Tim Neal, CEO of Houston-based GoExpedi, ordering parts and tools for industrial businesses should be just as easy.

GoExpedi, which just closed a $25 million series C round, has seen rising demand for its e-commerce platform focused on industrial orders, and Neal credits this demand on a change in mindset within the industrial sector. Additionally, he says he's seen clients more and more focused on cutting costs.

Neal shared his company's plans for growth and scale, as well as how fundraising during a pandemic went, in an interview with InnovationMap. Click here to continue reading.

Family-owned composting startup redesigns how Houston disposes of waste

A Houston-area family has made it their business to help Houstonians reduce waste in a convenient, sustainable way. Photo courtesy of Happy Earth Compost

Jesse Stowers has always strived to do his part for the environment. From recycling and making eco-conscious choices, the Stowers were doing everything right, but was it enough?

The family of five was throwing away two trash bags of waste a day that would later end up in landfills until Stowers stumbled on composting as a solution. In May, he launched Happy Earth Compost, a company set on making Houston more sustainable.

If you're unfamiliar with composting, get ready for a crash course. Composting is a sustainable method of decomposing organic solid wastes and turning that waste into compost, a substance that helps plants grow. Food scraps and household items like rice, pasta, meat, poultry, fish, vegetables, fruits, coffee grounds, spoiled food, and tea bags are just a few of the many things that can be composted rather than thrown away.

"Your food waste and compostable waste is anywhere from 25 to 50 percent depending on the family," explains Stowers. According to Happy Earth Compost, one human creates an estimated 1,642 pounds of trash each year. Click here to continue reading.

Houston virtual reality company collaborates with space health organization

Houston-based Z3VR has been granted $500,000 to work or virtual reality applications in space. Photo courtesy of Z3VR

Houston-based startup Z3VR received a $500,000 grant from Baylor College of Medicine's Translational Research Institute for Space Health, or TRISH, last month to continue exploring how the wide world of virtual reality can boost mental and physical health for astronauts on a mission to Mars.

Founded in 2017 by a group of emerging tech enthusiasts, Z3VR discovered its niche in what CEO Josh Ruben calls the "intersection of biosensors and VR" and began consulting with TRISH in 2018. Last year, the company received its first funding from the institution to create virtual reality platforms that promote exercise and provide additional sensory experiences for isolated Mars-bound astronauts.

This new grant, however, takes Z3VR's mission one step farther. The year-long grant will allow Z3VR, in partnership with NASA labs in California and Houston, to further develop their VR platform to use eye movement tracking to identify cognitive, psychiatric, or ophthalmological issues before they arise.

Getting out ahead of issues is more important than ever on the Mission to Mars. Because of the duration and distance of the mission, these astronauts will be uniquely isolated and will face a communication lag of up to 45 minutes between space shuttle and command center.

"What that means from a health care perspective is that pretty much everything you need to treat and diagnose these astronauts needs to be self contained on the spacecraft itself," Ruben says. "The system that we are building is sensitive enough to pick up on these cognitive, ophthalmological, and psychiatric conditions well before they become clinically relevant. It'll be long before the astronaut knows there's a problem. That's the hope." Click here to continue reading.

Houston startup — buoyed by Halliburton — plans to scale

Houston-based Nanotech was the first company to be selected for Halliburton Labs, a recently announced startup incubator. Photo via halliburtonlabs.com

A Houston-based material science startup that uses nanotechnology for thermal insulation and fireproofing has been chosen as the first participant of Halliburton Labs, an innovation incubator, announced late last month by the oil and gas giant.

Halliburton Company chose Nanotech Inc., among a round of contenders to be the first participant of their 12-month program located at their Houston headquarters. Halliburton will provide Nanotech with its own office space, access to Halliburton facilities, technical expertise, and an extensive network to accelerate their product to market.

"With Nanotech's shield material we can have fireproofing infrastructure, saving lives and helping save the planet," says Mike Francis, CEO of Nanotech. "But it's tremendously difficult to scale our small lab to take our product globally, so when we heard about this opportunity with Halliburton Labs, we jumped immediately on it."

Nanotech Inc., started with a singular technology and a simple mission to fireproof the world and reduce energy consumption globally. The base nano shield, flex shield, and forged shield products contain nanoparticles ranging from 1 micrometer to 1 nanometer in a water-based solution with other inorganic compounds. The coating is heat resistant, non-flammable, and the nontoxic properties ensure it is sustainable for the environment. Click here to continue reading.Click here to continue reading.

This Houston tech startup is helping businesses find the funds during COVID-19 crisis and beyond

Houston startup Grant Source, which helps its clients find the right grants to apply for, has seen a surge in business amid the coronavirus shutdown. Getty Images

Since 2015, Grant Source has perfected the art of helping businesses, foundations, and organizations find and secure grant funding — and now their expertise has become vital to COVID-19 response initiatives.

With the devastation caused by the novel coronavirus, America's medical organizations have been scrambling to obtain the funds required to purchase the testing kits, masks, PPE, and other life-saving products needed to help curb the effects of the global pandemic and now, thanks to the mobile and web platform, they're getting the assistance they need to accomplish that goal.

"COVID-19 response is actually our claim to fame right now," says Allen Thornton, founder and CEO of Grant Source. "We have probably done more business in the last few months than we have since we started. Simply because we are helping people find grants with the CARES Act. There's over $500 billion out there, which has created overnight a $40 billion market opportunity for us."

Grant Source has worked extensively with city, county, state, and government agencies to secure grant funding, which is why they have become a game changer for those that need emergency capital to combat COVID-19's challenges. Click here to continue reading.

Houston energy tech startup raises $11M to grow its team locally

Houston-based Datagration Solutions Inc. has raised millions in its latest round — led partially by a local VC firm — to grow its local presence. Photo via Datagration Solutions/Facebook

An $11 million round of funding will fuel national and international growth at Houston-based Datagration Solutions Inc., whose cloud-based software aggregates data to improve workflows and analytics at upstream oil and gas operators.

Houston-based venture capital firm Quantum Energy Partners LLC and New York City-based venture capital firm Global Reserve Group LLC led the round. Datagration represents the sixth investment in energy tech involving the duo of Quantum Energy Partners and Global Reserve Group.

Braxton Huggins, chief marketing officer at Datagration, says the new capital will enable the company to build a technology team in Houston; add to its operations, sales, and marketing team in Houston; and supplement its development team in Austria. These new hires will help Datagration expand its national and international market presence, he says.

Huggins says Datagration aims to more than double in size by the end of 2021. The startup currently employs more than 30 people. Click here to continue reading.

Houston startup uses artificial intelligence to bring its clients better business forecasting calculations

Houston-based Complete Intelligence was just recognized by Capital Factory as the "Newcomer of the Year." Photo via completeintel.com

The business applications of artificial intelligence are boundless. Tony Nash realized AI's potential in an underserved niche.

His startup, Complete Intelligence, uses AI to focus on decision support, which looks at the data and behavior of costs and prices within a global ecosystem in a global environment to help top-tier companies make better business decisions.

"The problem that were solving is companies don't predict their costs and revenues very well," says Nash, the CEO and founder of Complete Intelligence. "There are really high error rates in company costs and revenue forecasts and so what we've done is built a globally integrated artificial intelligence platform that can help people predict their costs and their revenues with a very low error rate."

Founded in 2015, Complete Intelligence is an AI platform that forecasts assets and allows evaluation of currencies, commodities, equity indices and economics. The Woodlands-based company also does advanced procurement and revenue for corporate clients.

"We've spent a couple years building this," says Nash. "We have a platform that is helping clients with planning, finance, procurement and sales and a host of other things. We are forecasting equity markets; we are forecasting commodity prices, currencies, economics and trades. We built a model of the global economy and transactions across the global economy, so it's a very large, very detailed artificial intelligence platform."

That platform, CI Futures, has streamlined comprehensive price forecasting and data analysis, allowing for sound, data-based decisions.

"Our products are pretty simple," says Nash. "We have our basic off the shelf forecast which is called CI Futures, which is currencies, commodities, equities and economics and trade. Its basic raw data forecasts. We distribute that raw data on our website and other data distribution websites. We also have a product called Cost Flow, which is our procurement forecasting engine, where we build a material level forecasting for clients." Click here to continue reading.

Houston startup Grant Source, which helps its clients find the right grants to apply for, has seen a surge in business amid the coronavirus shutdown. Getty Images

This Houston tech startup is helping businesses find the funds during COVID-19 crisis and beyond

Taken for granted

Since 2015, Grant Source has perfected the art of helping businesses, foundations, and organizations find and secure grant funding — and now their expertise has become vital to COVID-19 response initiatives.

With the devastation caused by the novel coronavirus, America's medical organizations have been scrambling to obtain the funds required to purchase the testing kits, masks, PPE, and other life-saving products needed to help curb the effects of the global pandemic and now, thanks to the mobile and web platform, they're getting the assistance they need to accomplish that goal.

"COVID-19 response is actually our claim to fame right now," says Allen Thornton, founder and CEO of Grant Source. "We have probably done more business in the last few months than we have since we started. Simply because we are helping people find grants with the CARES Act. There's over $500 billion out there, which has created overnight a $40 billion market opportunity for us."

Grant Source has worked extensively with city, county, state, and government agencies to secure grant funding, which is why they have become a game changer for those that need emergency capital to combat COVID-19's challenges.

"Initially, it was scary because we lost some of our clients, but then a bunch of medical clients came to us and asked if we could help them find funding for COVID-19 outreach," Thornton says. "We've found that they have a higher probability of success right now because with COVID-19 outreach, the procurement cycle has gone from six to nine months down to 30 days, which is unheard of."

In addition to telemedicine companies, Grant Source has been helping write grants for clients that range from airports to technology companies in order to help provide them with a path forward in the fight against the novel coronavirus.

Grant Source has created a database and a suite of resources for companies looking for grants. Photo via grantsource.com


Preventing federal funding waste

Outside of the context of a pandemic, the government uses grants as a way to fund ideas and projects that provide public services and stimulate the economy.

Grants are also essential when it comes to supporting critical recovery initiatives and innovative research, but on a fundamental level, very few even know how or where to start when it comes to applying for one and it becomes even more esoteric when it comes to getting funded. That's why so much grant money goes unclaimed, with millions of nonprofits and businesses going underfunded and not maximizing their impact.

"Over $3.2 billion in grant money goes unclaimed every single year," says Thornton. "We have a broken system and we wondered what we could do to change it, so we started Grant Source, our revolutionary grant funding system, to help organizations find and secure money for their mission."

Client-focused services and support

In addition to helping clients find grants, Grant Source assists with the necessary pre-work to apply for a grant.

"We started out as just a database where you could find grants and grant writers," says Thornton. "But in listening to our customers, they wanted us to do everything full service, too. So, I flew all across the country from Minneapolis to Kansas to Los Angeles to Toronto and put all the top grant writing associations on retainer and created what is Grant Source today, which is pretty much mobile for grants."

Thornton says Grant Source has more than 1,500 consultants across the U.S. and Canada, and these professionals each have different specialties — much like a lawyer or a doctor — and relationships in different states.

For a flat fee that ranges from $500 to $5,000 per month, Grant Source will set out to procure its clients grants that range anywhere from $50,000 to $1 million based on their goals. To date, Grant Source has helped businesses and organizations find and secure over $6 million in grant funding.

New clients first sign up for an assessment with Grant Source that establishes what the client's goals are and how the company is set up. Once Grant Source has established a few options for the client, they get started on submitting to the grants. In order to protect its customers from the uncertainty of the process, Grant Source offers investment protection for 12 months.

"We have the investment protection so customers won't be left empty handed," says Thornton. "It's risk free, so if they don't at least get their investment back within the first 12 months, we'll either continue their grant at no cost or we'll give them a credit for the difference."

Founded from a personal need

Treating customers with fairness is important for Grant Source because they started out as a nonprofit seeking grant funding themselves and soon learned that there was a lot that they did not know about the process.

"When I was at UTSA in 2006, the African American graduation population was less than 6 percent, which was unacceptable, so we started a nonprofit," says Thornton. "We made a lot of impact in just a few years. We increased the graduation population from 6 percent to about 38 percent, And, for the 2008 election, we were able to register over 3,200 students."

After graduation, Thornton says he saw an opportunity to expand to other colleges, but lacked funding to do so.

"We saw grants as a huge opportunity and they are, but unfortunately, they're also a huge hassle and it takes a lot of time and energy and effort to even find one that you qualify for," he remembers. "And even when you do, if you don't know how to write the proposal, you're dead in the water."

After the grant process failed, Thornton's money was gone with no communication or valid reason as to why. That frustrated him to the point where he wanted to provide coherent solutions to the problem himself.

"I spent a ton of money on education and researching top grant writing associations," says Thornton. "Most people don't know where to find grants, and there are so many different types of grants and places you can find them. For instance, we're working on a federal proposal with the federal government, there's 26 different agencies that still don't even know how to talk to each other."

Creating a lasting impact

From the outset, Grant Source started creating corporate responsibility programs and impact within a cost center for organizations that were for profit companies. They seek to put them in ideal situations to create the kind of impact that warrants grant funding.

"What we teach our clients is that you can't approach the process with the idea that you will get the grant money and then go out and create come impact," says Thornton. "You have to focus on being able to showcase the impact that you're already creating and then we can go find money for that. If you can articulate the impact of whatever you're doing is creating, we can find the person that cares about that.

In addition providing the software and platform for grant seekers, Grant Source offers a book, courses, seminars, workshops, and conferences that offer the baseline information needed to secure grant funding.

"At the end of the day, Grant Source is a technology platform that helps organizations find money for their mission," says Thornton. "We've streamlined the grant writing process and the grant finding process. At Grant Source, we don't focus on the money, we focus on the impact and then we give people a clear path to make it happen."

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Announcing the 2025 Houston Innovation Awards finalists

Inspirational Innovators

InnovationMap is proud to reveal the finalists for the 2025 Houston Innovation Awards.

Taking place on November 13 at Greentown Labs, the fifth annual Houston Innovation Awards will honor the best of Houston's innovation ecosystem, including startups, entrepreneurs, mentors, and more.

This year's finalists were determined by our esteemed panel of judges, comprised of past award winners and InnovationMap editorial leadership.

The panel reviewed nominee applications across 10 prestigious categories to determine our finalists. They will select the winner for each category, except for Startup of the Year, which will be chosen by the public via online voting launching later this month.

We'll announce our 2025 Trailblazer Award recipient in the coming weeks, and then we'll unveil the rest of this year's winners live at our awards ceremony.

Get to know all of our finalists in more detail through editorial spotlights leading up to the big event. Then, join us on November 13 as we unveil the winners and celebrate all things Houston innovation. Tickets are on sale now — secure yours today.

Without further ado, here are the 2025 Houston Innovation Awards finalists:

Minority-founded Business

Honoring an innovative startup founded or co-founded by BIPOC or LGBTQ+ representation:

  • Capwell Services
  • Deep Anchor Solutions
  • Mars Materials
  • Torres Orbital Mining (TOM)
  • Wellysis USA

Female-founded Business

Honoring an innovative startup founded or co-founded by a woman:

  • Anning Corporation
  • Bairitone Health
  • Brain Haven
  • FlowCare
  • March Biosciences
  • TrialClinIQ

Energy Transition Business

Honoring an innovative startup providing a solution within renewables, climatetech, clean energy, alternative materials, circular economy and beyond:

  • Anning Corporation
  • Capwell Services
  • Deep Anchor Solutions
  • Eclipse Energy
  • Loop Bioproducts
  • Mars Materials
  • Solidec

Health Tech Business

Honoring an innovative startup within the health and medical technology sectors:

  • Bairitone Health
  • Corveus Medical
  • FibroBiologics
  • Koda Health
  • NanoEar
  • Wellysis USA

Deep Tech Business

Honoring an innovative startup providing technology solutions based on substantial scientific or engineering challenges, including those in the AI, robotics and space sectors:

  • ARIX Technologies
  • Little Place Labs
  • Newfound Materials
  • Paladin Drones
  • Persona AI
  • Tempest Droneworx

Startup of the Year (People's Choice)

Honoring a startup celebrating a recent milestone or success. The winner will be selected by the community via an online voting experience:

  • Eclipse Energy
  • FlowCare
  • MyoStep
  • Persona AI
  • Rheom Materials
  • Solidec

Scaleup of the Year

Honoring an innovative later-stage startup that's recently reached a significant milestone in company growth:

  • Coya Therapeutics
  • Fervo Energy
  • Koda Health
  • Mati Carbon
  • Molecule
  • Utility Global

Incubator/Accelerator of the Year

Honoring a local incubator or accelerator that is championing and fueling the growth of Houston startups:

  • Activate
  • Energy Tech Nexus
  • Greentown Labs
  • Healthtech Accelerator (TMCi)
  • Impact Hub Houston

Mentor of the Year

Honoring an individual who dedicates their time and expertise to guide and support budding entrepreneurs. Presented by Houston Community College:

  • Anil Shetty, Inform AI
  • Jason Ethier, EnergyTech Nexus
  • Jeremy Pitts, Activate
  • Joe Alapat, Liongard
  • Neil Dikeman, Energy Transition Ventures
  • Nisha Desai, Intention

Trailblazer Recipient

  • To be announced
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Interested in sponsoring the 2025 Houston Innovation Awards? Contact sales@innovationmap.com for details.

Houston scientists earn prestigious geophysics career awards

winner, winner

Two Rice University professors have been recognized by the American Geophysical Union, one of the world’s largest associations for Earth and space science.

Rice climatologist Sylvia Dee was awarded the 2025 Nanne Weber Early Career Award by the AGU’s Paleoceanography and Paleoclimatology Section. Richard Gordon, a Rice professor of geophysics also received the 2025 Walter H. Bucher Medal by the AGU. They will both be recognized at the AGU25 event on Dec.15-19 in New Orleans.

The Nanne Weber Early Career Award recognizes contributions to paleoceanography and paleoclimatology research by scientists within 10 years of receiving their doctorate.

“Paleoclimate research provides essential context for understanding Earth’s climate system and its future under continued greenhouse warming," Dee said in a news release. “By studying how climate has evolved naturally in the past, we can better predict the risks and challenges that lie ahead.”

Dee’s work explores how Earth’s natural modes of variability interact with the changing climate and lead to extreme weather. It shows how these interactions can add to climate risks, like flooding and rainfall patterns all around the world.

The Bucher Medal is awarded to just one scientist for their original contributions to the knowledge of the Earth’s crust and lithosphere.

Gordon’s research has reshaped how scientists understand the movement and interaction of Earth’s tectonic plates. He helped reveal the existence of diffuse plate boundaries—areas where the planet’s crust slowly deforms across broad regions instead of along a single fault line. His work also explored true polar wander, a phenomenon in which Earth gradually shifts its orientation relative to its spin axis.

Gordon introduced the concept of paleomagnetic Euler poles, a method for tracing how tectonic plates have moved over millions of years. He also led the development of major global plate motion models, including NUVEL (Northwestern University Velocity) and MORVEL (Mid-Ocean Ridge Velocity).

“Receiving the Walter Bucher Medal is a profound honor,” Gordon said in a news release. “To be included on a list of past recipients whose work I have long admired makes this recognition especially meaningful. There are still countless mysteries about how our planet works, and I look forward to continuing to explore them alongside the next generation of scientists.”

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

eyes on ai

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. 7 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.”