Industrial blockchain tech company headquartered in Houston closes $4M series C round

money moves

Houston-based Data Gumbo, an industrial blockchain-software-as-a-service company, announced that its latest round or funding. Photo courtesy of Data Gumbo

Data Gumbo, a Houston-based tech startup, has picked up $4 million in a series C round from the venture capital arms of foreign energy companies Saudi Aramco and Equinor.

The funding for Data Gumbo came from Saudi Aramco Energy Ventures, the VC subsidiary of government-owned oil and natural gas giant Saudi Aramco, and Equinor Technology Ventures, the VC subsidiary of Norwegian energy operator Equinor. The U.S. headquarters for both Saudi Aramco and Equinor are in Houston.

Data Gumbo said in January that it had signed up Equinor as a customer.

Only last year, Data Gumbo announced it had raised a $7.7 million series B round with participation by Saudi Aramco, Equinor Technology Ventures, and VC and private equity firm L37, which has an office in Houston. The startup has hauled in $26.7 million in funding since its founding in 2016, according to Crunchbase.

Data Gumbo provides a contract platform, GumboNet, that is powered by blockchain technology. The platform serves more than 180 corporate customers in the oil and gas sector. The startup says the funding will enable it to expand its contract automation offering beyond the energy industry.

“While we started in energy, we already have value for bulk commodity haulage, trucking and shipping, with plans to parlay our momentum into other global industries,” says Andrew Bruce, founder and former CEO of Data Gumbo. “Wherever two or more organizations share a contractual relationship that can be verified with a digital source of data, opportunities abound to realize efficiencies and cost savings utilizing our blockchain network.”

Frank Andrasco, senior investment director at Saudi Aramco Energy Ventures, says Data Gumbo’s platform “has broad industrial applicability.”

The announcement of the $4 million funding round comes on the heels of William Fox being named CEO of Data Gumbo in July. Fox had been the startup’s chief product officer.

“The partnership with Equinor and Saudi Aramco, and their associated supply chains and partnerships, will continue the momentum for the Data Gumbo’s smart contract network,” Fox says.

Earlier this year, Data Gumbo announced the opening of an office in Saudi Arabia. Data Gumbo’s headquarters is at The Cannon’s coworking space in the Energy Corridor. It also maintains offices in Norway and the United Kingdom.

This week's roundup of Houston innovators includes Sujatha Kumar of Dsider, Andrew Bruce of Data Gumbo, and Payal Patel of Softeq. Courtesy photos

3 Houston innovators to know this week

who's who

Editor's note: In this week's roundup of Houston innovators to know, I'm introducing you to three local innovators across industries — from software to blockchain — recently making headlines in Houston innovation.

Sujatha Kumar, founder and CEO of Dsider

Sujatha Kumar discusses her decarbonization data company on this week's episode of the Houston Innovators Podcast. Photo via LinkedIn

For years, Sujatha Kumar has been consulting with companies to help them make decisions, including ones that affect decarbonization. For Kumar's clients, data is power when it comes to reducing carbon emissions. That's why she started Dsider, a decision intelligence platform with a suite of software tools to equip energy businesses with the data they need to make informed decisions.

"We are creating transparency so that companies can have a digital footprint of how decarbonization can happen, and allowing them to make decisions along the way that are always going to be towards decarbonation and not forgetting that everything has an economic trade off," she shares on the Houston Innovators Podcast.

Kumar shares more on Dsider's potential impact on decarbonization and how she has observed changes in Houston's innovation ecosystem on the podcast. Click here to read more and stream the episode.

Andrew Bruce, founder and CEO of Data Gumbo

Andrew Bruce, CEO of Data GumboAndrew bruce's growing Houston blockchain startup has raised $4 million to go toward supporting sales. Photo courtesy of Data Gumbo

Data Gumbo, an industrial smart contract blockchain company, has expanded overseas with a new office in Khobar, Saudi Arabia, that will give the company new regional business opportunities to continue international adoption of its blockchain network.

“The Kingdom of Saudi Arabia and broader Middle East present outstanding opportunities for our company. We are committed to putting down roots, and to the long-term growth of a Data Gumbo workforce in the Kingdom and beyond,” says Andrew Bruce, CEO of Data Gumbo in a news release.

“Establishing a regional office provides companies in the Greater Middle East with increased access to our smart contract network, GumboNet," Bruce continues. "The more the network grows, the more value it delivers to local and global members, as well as investors. We look forward to expanding our presence to best support demand and set the standard for how industrial organizations do business by guaranteeing transactional certainty in commercial relationships.” Click here to read more.

Payal Patel, director of the Softeq Venture Studio

Payal Patel has a new gig. Photo courtesy

Softeq Development Corp. has named Payal Patel as director of the Softeq Venture Studio, a startup accelerator that provides business mentoring and engineering development resources. Patel will oversee programming and operation for the studio, and she will help in in selecting startups for investment as principal of the fund.

“I’m excited to join the talented team at Softeq," she says. "Having been a part of the Houston tech and startup community for a few years, I see a niche our team can fill. We aim to do our part supporting founders by providing capital, advice, and helping level up the community." Click here to read more.

Data Gumbo, founded and led by Andrew Bruce, has announced a new international office. Photo courtesy of Data Gumbo

Houston-based industrial blockchain business opens new office in the Middle East

going abroad

After years of growing in the Middle East, a Houston company has announced its new office location to better serve its global clients.

Data Gumbo, which created an industrial smart contract network, is opening an office in Khobar, Saudi Arabia that will give the company new regional business opportunities to continue international adoption of its blockchain network.

Last August, Data Gumbo closed its series B funding round totaling $7.7 million and announced its plans to expand in the Middle East. The round included follow-on investments led by Equinor Ventures and participation from Saudi Aramco Energy Ventures and Bay Area and Houston-based venture firm L37. The round's first close was announced in September 2020 at $4 million.

The new Khobar office, will set up Data Gumbo to tap into the $652 billion Middle East energy market and beyond.

“The Kingdom of Saudi Arabia and broader Middle East present outstanding opportunities for our company. We are committed to putting down roots, and to the long-term growth of a Data Gumbo workforce in the Kingdom and beyond,” says Andrew Bruce, CEO of Data Gumbo in a news release.

“Establishing a regional office provides companies in the Greater Middle East with increased access to our smart contract network, GumboNet," Bruce continues. "The more the network grows, the more value it delivers to local and global members, as well as investors. We look forward to expanding our presence to best support demand and set the standard for how industrial organizations do business by guaranteeing transactional certainty in commercial relationships.”

The company named Mohamed Ibrahim Marzouk as its Saudi Arabia Country Manager. He has over 20 years of experience in business development leadership roles with multinational energy companies and will lead regional expansion of Data Gumbo's technology, GumboNet — a smart contract automation network that reduces contract leakage, frees up working capital, enables real-time cash and financial management, and quickly and accurately delivers provenance.

In addition to triple-diget growth year over year, Data Gumbo also recently celebrated being named named the Oil and Gas Start Up Company of the Year at the Abu Dhabi International Petroleum Exhibition and Conference Awards Gala — the largest annual oil and gas awards event in the Middle East.

In the latest round up of Houston innovation news you may have missed, an offshore robotics company has rebranded, two startups earned bragging rights, and more. Photo via Getty Images

Houston robotics company rebrands, startups snag​  international spotlights, and more local innovation news

short stories

Houston startups have had a busy fourth quarter so far with exciting news from all around the local innovation ecosystem.

In this roundup of short stories within Houston innovation, a pair of Houston startups receive national and international praise, a local robotics company rebrands, Houston Community College receives funding for BIPOC female founders, and more.

Houston-area robotics company rebrands

Nicolaus Radford is the founder of Nauticus Robotics Inc., neé Houston Mechatronics. Photo courtesy

Houston Mechatronics Inc. based in Webster, Texas, announced that it has rebranded its offshore robotics firm as Nauticus Robotics Inc.

"The name Nauticus Robotics makes clear our commitment to the blue economy," says Nicolaus Radford, the company's founder and CEO, in a news release. "Our mission is to grow that economy through sustainable robotics that deliver value while protecting our planet's most valuable resources. This rebrand aligns us with that goal and positions us as a leader in our space."

The company has also launched a new website, representing an expanded vision of "Green robotics for a blue economy," according to the news release.

"Our new website will really lead the charge for us on the sales side," says Todd Newell, senior vice president of business development at Nauticus Robotics, in the release. "Prospective customers can get an overview of our robotics and their capabilities. If they desire, they can download detailed specifications to see how a product might fit into their operations. And we've made it very easy for those interested in a demo or a call to quickly get in touch with our team."

Houston IT company forms new partnership

Joe Alapat is the CEO of Houston-based Liongard. Courtesy of Liongard

Liongard has formed a new partnership with email defense solution Vade to release a new tool for its users. The feature automatically surfaces critical account data, streamlining user management, and billing for M365 users, according to a news release.

"I'm very pleased that Vade for M365 is now integrated with Liongard's leading IT automation platform," says Adrien Gendre, chief technology and product officer at Vade, in the release. "MSPs who offer managed cybersecurity can now combine the threat detection and remediation capabilities of Vade for M365 with the automation and unified visibility of Liongard. Together, Liongard and Vade for M365 give MSPs the tools they need to save time, improve efficiencies, and grow their businesses."

The tool is already included in Liongard’s latest release and users can leverage licensing, billing, and security data to simplify security management, accounting, and reporting.

“We’re very excited about our new Vade Inspector and the value it brings to the MSP community,” says Matt Miller, vice president of product for Liongard. “Both Vade and Liongard are committed to helping the managed services community stay security-focused. This Inspector enables MSPs to maintain a strong security posture through automation, with the added benefit of saving time and effort across the organization.”

Houston startup snags national spotlight

Cobalt's founders wanted to avoid harsh alcoholic smells and opted for calming and fun scents. Photo courtesy of Cobalt

Southern Living magazine's December issue features the annual holiday gift guide, and making the list this year is Houston-based small business Cobalt's Crisp Peppermint Hand Sanitizer.

“We are beyond thrilled to be included in Southern Living magazine with the best company,” says Christina Milligan, co-founder of Cobalt, in a news release. “It’s so exciting to see how much Cobalt has grown in the past 12 months. The idea has surpassed the pandemic and become an everyday necessity for healthy lifestyles. What started out as blending and filling each bottle from our kitchen tables has evolved into corporate partnerships, multiple scents, and new product lines. We are so grateful for all of our customers across the country and look forward to the next phase of Cobalt.”

Milligan and Molly Voorhees launched Cobalt in November 2020 with a line of personal-sized surface cleaners, hand sanitizers, and travel kits.

Cobalt is the only Houston-based company in the 2021 guide, according to the release. The issue is on newsstands now.

Houston blockchain company wins startup of the year

Data Gumbo's team was recognized internationally for its impact. Courtesy of Data Gumbo

Data Gumbo, which has created an industrial smart contract network company, announced last month that it has been named the Oil and Gas Start Up Company of the Year at the Abu Dhabi International Petroleum Exhibition and Conference Awards Gala — the largest annual oil and gas awards event in the Middle East.

According to a news release from the company, "Data Gumbo was recognized for its potential to reshape the energy industry based on its continued innovation, strong business model and the impressive impact of its global industrial smart contract network."

“Our industrial smart contract network, GumboNet, offers the new gold standard for organizations to execute business better through guaranteed transactional certainty across commercial relationships,” says Andrew Bruce, CEO and founder of Data Gumbo. “It’s an honor to be recognized by ADIPEC for our work and commitment to expanding our network across the global energy industry, allowing companies to eliminate the lack of trust in industrial sectors, streamline contract execution and capture significant cost savings.”

The 11th annual ADIPEC Awards' judges reviewed more than 700 entries from over 50 countries across digitalization, sustainability, research, innovation and more. For more info on the ADIPEC Awards, click here.

Houston university system receives $750,000 grant to drive women-owned business success

HCC has fresh funds to support female entrepreneurs. Photo via Getty Images

Wells Fargo granted $750,000 to Houston Community College to support the new Open for Business program aimed at empowering women-owned businesses in the Houston region. The grant is part of a $420 million small business recovery effort by Wells Fargo to support nonprofit and educational organizations assisting women of color in overcoming longstanding obstacles to entrepreneurship.

“We are delighted to broaden our programs to help women succeed in owning and operating businesses,” says Maya Durnovo, HCC’s chief entrepreneurial officer, in a news release, adding that the program has a particular focus on African American, Indo-American, Hispanic, Asian and Native American women.

The Open for Business Program – led by Director Tamala Austin – is already staffed with more than 165 women registered in the program.

“We can only imagine what kinds of businesses might have taken off, what products consumers might have enjoyed and what returns might have been realized had women and people of color enjoyed equal access to capital and opportunity,” Durnovo says in the release.

These two innovators have linked up for a new ESG offering. Photos courtesy

2 Houston blockchain companies connect on ESG initiative

team work

Two Houston-based startups specializing in blockchain technology have announced a collaborative within the Environmental, Social and Governance, or ESG, space.

Data Gumbo and Topl have partnered up to offer companies a private-public blockchain solution for ESG reporting. The collaborative solution, according to a news release, allows for public-facing, accurate, and immutable ESG progress reports that are accessible to outside audiences and stakeholders, including public analysts, investors, governments, and more.

"As companies today face mounting pressure to report timely and accurate ESG data, including performance and progress, they need the right tools to collect, standardize and automate reporting while preserving security for sensitive data," says Andrew Bruce, CEO and founder of Data Gumbo, in the release. "For the first time, this partnership offers companies total control of their accurate ESG data, allowing them to publish and report metrics in whatever manner best suits them satisfying investors', regulator agencies' and other stakeholders' desires."

The tool will gather business operation and transaction data and compare it to defined standards. This enables the complete review and certification of ESG metrics by auditors using GumboNet ESG. Once the environmental impact is determined, the company can easily share data recorded on Topl's public-facing blockchain.

"Companies can now comprehensively collect ESG data and report to private entities and public audiences," says Kim Raath, founder and CEO of Topl. "This partnership combines the power of our two complementary solutions to support a new level of transparency for companies that desire to showcase their fully verifiable progress on crucial ESG metrics."

Both companies have been players within the ESG space. Data Gumbo launched GumboNet ESG, a sustainability measurement solution that can pull together a company's operational data to ESG standards reporting, in March. Topl's blockchain-as-a-service offering rolled out just a few weeks later.

This week's roundup of Houston innovators includes Brooks Powell of Cheers Health, Emily Cisek of The Postage, and Andrew Bruce of Data Gumbo. Courtesy photos

3 Houston innovators to know this week

who's who

Editor's note: In this week's roundup of Houston innovators to know, I'm introducing you to three local innovators across industries — from blockchain technology to consumer-facing innovations — recently making headlines in Houston innovation.


Brooks Powell, founder and CEO of Cheers Health

Cheers Health has expanded its product line as it evolves as a wellness-focused brand. Photo courtesy of Cheers

When bars and restaurants shut down due to the pandemic last year, Brooks Powell — founder of Cheers Health, an after-alcohol hangover aid — worried how it would affect his business. He tells InnovationMap that he thought without seeing drinking buddies, people wouldn't consume as much alcohol and therefore won't need his product. But that's not what happened.

"All of a sudden, you have all of these people who probably aren't binge drinking but they're just frequently consuming alcohol. Their drinks per week are shooting up, and they're worried about liver health," explains Powell, adding that Cheers responded to the market need.

At the close of 2020, Cheers had generated $10.4 million in revenue and over $1.7 million in profit — its first profitable year since launch. Click here to read more.

Emily Cisek, CEO and co-founder of The Postage

Emily Cisek joins the Houston Innovators Podcast to discuss tech optimizing after-life planning, B-to-C startup challenges, and a national expansion. Photo courtesy of The Postage

Emily Cisek co-founded The Postage after seeing the ways a consumer-focused tech platform could help families navigate legacy and after-death planning. Since launching the platform, she's learned even more about what users want — and she's responded to that with new tools.

"We launched the online will maker — it wasn't in my roadmap for another six months or so — because every single person that was coming in was looking at something else on our platform, but then going to the will part and asking, 'Hey is this something I can create here?'" Cisek says.

Recognizing that this was a good opportunity to generate new users, Cisek quickly added on the feature for a flat fee. She shares more about the company and her entrepreneurial journey on last week's episode of the Houston Innovators Podcast. Click here to read more and to stream the episode.

Andrew Bruce, founder and CEO of Data Gumbo

Data Gumbo, founded and led by Andrew Bruce, has announced its latest funding. Photo courtesy of Data Gumbo

After raising more than $3 million in addition funds, Data Gumbo CEO Andrew Bruce has eyes on an expansion into the Middle East.

"The successful close of our series B is continued proof of the efficacy and booming interest in our ability to capture critical cost savings, deliver trust and provide transparency across commercial relationships," says Andrew Bruce, founder and CEO of Data Gumbo, in a news release. "This infusion of capital will support our expansion efforts as we bring more international users to our network."

The company's technology features smart contract automation and execution, which reduces contract leakage, frees up working capital, enables real-time cash and financial management, and delivers provenance with unprecedented speed, accuracy, visibility and transparency, per the release. Click here to read more.

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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
---------

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.”

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