Houston fintech founder: It's time to rewire our digital infrastructure

guest column

As the United States looks to reopen from an unprecedented shutdown caused by a global pandemic, conversations amongst government and policy bodies are slowly switching to how they will support the economy in the long term. There is a need to improve infrastructure, strengthen the supply chain, increase economic resiliency, etc.

Indeed, the speed of the economic shock caused by COVID-19 highlighted the fragility of many key systems and processes, impacting the ability of the federal and state governments to distribute economic relief funds, manage healthcare capacity, and support small businesses.

There is no better illustration of this fragility in the system than the sudden spike in demand for COBOL programmers. COBOL is a decades-old programming language that was used to write mainframe applications. Apparently over half of the states in the U.S., including California and New York, rely on applications written in a language first introduced in 1959 for their critical state systems.

There is clearly a need to modernize the public services technology infrastructure, not only in expectation of future pandemic-driven disruptions but to increase efficiency and reduce costs nationally. The private sector can and should play an important role in bringing modern technology into the critical parts of the economy.

But that requires a closer collaboration between state governments and technology firms to identify the best and most efficient way forward. Technologies such as artificial intelligence, blockchain, and the Internet of Things can dramatically reshape and improve public sector technology infrastructure while providing broader benefits to the state economies.

The critical first step in building this public-private partnership is to educate and engage state officials and legislators on specific technologies that can be put to use.

On April 29, I attended a virtual meeting organized by Texas Blockchain Committee (TBC) and hosted by the office of State Representative Tan Parker. In attendance, there were individuals and organizations based in Texas that are involved in developing practical applications of blockchain technology. What was also encouraging was that there were quite a few members of the State Legislature in attendance.

Here are a few key points that are worth highlighting from the meeting:

There is growing recognition and acceptance that blockchain is a technology that has wide applications outside of the cryptocurrency world. In fact, during the meeting, no one mentioned Bitcoin or crypto-trading.
Texas is aiming to explore ways to be at the forefront of blockchain technology adoption and be the leader among the states in promoting Blockchain innovation. Back in 2018 at the height of ICO and cryptocurrency mania, The Brooking Institution labeled Texas as reactionary when it comes to blockchain. Since then the state attitude has changed, in many ways thanks to Representative Parker and his push to initiate a proper study of blockchain's applicability at the state level.
There are many Texas-based companies with deep technical expertise and know-how in the blockchain. Some even moved their operations from other parts of the country to Texas in order to scale their businesses.
Whether it is related to the distribution of relief funds for businesses or individuals impacted by COVID -19, improvements in the way the healthcare industry handles patient data or other areas that require secure and transparent record management, blockchain is gaining attention as a technology to modernize critical digital infrastructure.
Particular attention was given to the efforts in other countries to bring blockchain technology into mainstream adoption. For example, China launched its nationwide Blockchain Services Network (BSN) in April of this year and is looking to bring digital central bank currency online early next year. The Chinese BSN is a result of joint efforts by the government, regulators, and private sector companies – a model that could work very well in the U.S. and in Texas.
It is worth noting that at the federal level there are currently over 30 blockchain-related bills in the U.S. House of Representatives and Senate. While a majority of these bills are focusing on the regulation of cryptocurrencies, there are a few that aim to promote the study of blockchain usage more broadly.

As a Texas-based fintech company that has been using Blockchain for the past three years, we are very encouraged by the broad interest in this technology. The Texas Blockchain Committee, led by Lee Bratcher and Karen Kilroy, has managed to pull together many individuals and companies to participate in this exciting effort.

If the last few weeks have shown us anything, it's how important the resilience of our digital infrastructure is, our reliance on data, and the power technology has to help us during challenging times. However, in order for us to leverage technology during harder times, we need to invest in properly applying it during stable times.

I believe this is a step in the right direction for Texas, and I hope we are able to expand the adoption of this technology, where relevant, at a national level. A coordinated national effort to study how technology, blockchain or otherwise, can help us be better prepared for our country's future.

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Rashad Kurbanov is the CEO and co-founder of Houston-based iownit capital and markets, a digital investment platform for private securities.

The music industry has adapted to the digital age — so should financial securities. Getty Images

The financial industry needs to digitize not tokenize, says this Houston expert

Guest column

One of my favorite movies growing up was Empire Records. It was the mid-1990s, and the closest we got to Instagram feeds was who had the best mixtapes. If you're not familiar with Empire Records (or what a mixtape is), I recommend watching the movie, but you don't have to worry too much about mixtapes any more.

Since Empire Records was released in 1995, the way we purchase and consume music has fundamentally changed. The physical music store was displaced by iTunes, and then the music industry evolved even further into a streaming economy. It took 24 years, but music evolved and it now operates in a fundamentally different way. Digitization of music was initially viewed as an existential threat to the industry, but in the end, music was digitized globally and the music industry very much survived.

The music industry has evolved and adapted to the digital age. The same happened across countless other industries, including financial services. Today we can invest in publicly traded stocks through a mobile app for free. However, a critical segment of capital markets has not evolved yet. The private securities space.

Transactions in private securities are still done on paper (no, DocuSign does not count as securities digitization.) Administrative costs are kept high due to the amount of paper that is processed and pushed through this system. As long as the foundation of private securities is paper, there is no amount of administrative technology out there to create an efficient market.

Public markets took the plunge into digital long before music did, and digitization of public markets enabled exponential growth globally. Trading volume, access to capital, and liquidity have all increased, and a large part of that can be attributed to the efficient and transparent nature of most public exchanges.

Efficient markets rely on price transparency and information equality. Currently, the private securities markets do not offer either of these characteristics. This is nothing new to people in the alternatives space, but how to reach these lofty goals, to create liquidity and reduce costs, is what I am excited about.

The reduction of cost does not relate only to commissions. There are administrative costs associated with private securities. Information distribution is slow and unilateral, forcing investors to depend on antiquated systems in order to track their investments. Nearly all of these costs are absorbed by the investor, and most efforts to date have not helped address the core issue, analog private security transactions.

Digitization of private securities is fundamentally different than tokenization. Tokenized securities are considered bearer securities. A digitized security, on the other hand, maintains its original status as a registered security, as long as its digitization is implemented in a manner that fits current regulatory requirements. Until recently, that had not been possible in a scalable way. Blockchain changed all of that.

Initial attempts at utilizing blockchain for private markets applied tokenization. Essentially, this configuration took securities that had clearly defined ownership records, anonymized them and put them on a public blockchain such as Ethereum. While there are some benefits to this approach, it also opened doors to significant fraud and securities regulation violations. Tokenization may provide liquidity, but the long-term risk far outweighs the value of liquidity for any prudent investor.

Blockchain does provide a framework that supports compliant digitization of private investments, it's simply not tokenization. The solution lies in using private permissioned blockchains that allow an appropriate degree of technical security while also ensuring transparency and accountability.

Blockchain enables us to maintain a statement of record that is both compliant, and scalable. Across the financial services industry, and across most other industries, blockchain is being deployed to help solve problems that were previously unmanageable. The blockchain is even helping farmers track their crops through IBM's blockchain. iownit has integrated blockchain at the core of our technology, proving that compliant digitization of private securities is possible and scalable.

The United States has a free market economy, so in the end, winners are determined by the market. It is our belief that the digitization of private securities is the responsible way to help this industry evolve. If you're still skeptical, just look at how the public securities markets have evolved since the '70s when electronic stock trading was enabled and the first digital public security trade was placed. Now try and imagine how private security markets will look in four years.

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Yosef Levenstein is the head of marketing at iownit, a Houston-based financial technology firm that is democratizing how investors and private companies transact.

Houston-based iownit.us got the green light from the Financial Industry Regulatory Authority. Getty Images

Houston blockchain-enabled investment platform gets regulatory approval

green light

For Rashad Kurbanov, this day has been a long time coming. The founder of iownit.us has been building his digital investment platform for two years, and now the company has been approved for membership by the Financial Industry Regulatory Authority.

As a FIRA member, IOI Capital and Markets LLC, a wholly owned subsidiary of iownit.us, the company can be placement agent for digital private securities that are issued on the iownit.us platform.

The iownit.us' blockchain-backed technology allows for a more simplified and streamlined process for securities investment, making it easier on both the investors and the companies seeking investment.

"We believe our platform will reduce friction in the market and reduce costs for all market participants, while importantly providing appropriate investor protections," Kurbanov says in the release.

Kurbanov indicates in the release that the length of the approval process wasn't that surprising.

"As any new technology being introduced in financial markets, blockchain had to be thoroughly evaluated by the regulators to ensure its application in compliance with regulations that made the U.S. capital markets envy of the world," he says. "We spent a significant amount of time with FINRA and SEC Staff on productive discussions working through the use of distributed ledger technology and how it can be implemented to provide convenient yet secure platform."

Iownit.us represents a more modern approach to traditional investing processes in an increasingly digitized world.

"We are not here to 'revolutionize' investing, but we do intend to make it vastly more modern and less complicated for both issuers and investors to engage and transact," he says in the release.

In June, the company closed a $4.5 million Seed round of investment. Kurbanov said that those funds would be use to wrap up this approval process. Now that it's all squared away, the remaining funds will go toward business development and marketing initiatives and technological advancements.

Houston-based iownit.us secured $4.5 million to grow its platform. Getty Images

Houston investment platform completes a $4.5 million Series A round

Money moves

A Houston-based digital investor infrastructure platform closed an investment round of its own. Iownit Capital and Markets Inc. announced that it has closed a $4.5 million Seed round of funding.

The round was lead by a group of private investors who were not identified in the June 26 release. While iownit.us CEO Rashad Kurbanov has been working on the platform for two years, he still awaits regulatory approval.

"This funding shows the demand for a platform like this in the marketplace, and will be crucial in making sure our platform meets regulatory requirements," Kurbanov says in the release. "We're doing everything we can to get this correct from the very start — unlike many firms who say, 'better to ask for forgiveness than permission,' we ask permission first because we don't want to ever be in a position where we're asking for forgiveness."

The primary function of the funds will go to wrapping up this approval process to insure the company has all of its required licenses. After that's all squared away, the remaining funds will go toward business development and marketing initiatives and technological advancements.

Iownit.us uses private blockchain and ledger technology to transact traditional investment deals securely on its digital platform.

"We realized there's a big section of the overall capital market that has not necessarily been touched by technology, and that's the space of private securities," Kurbanov tells InnovationMap in a previous interview.

Kurbanov says the convoluted process of private securities investment has meant that startup companies are much more likely to focus on receiving funding venture firms, because they want to have a one-stop-shopping experience.

When entrepreneurs add in multiple investors, they end up juggling too much of the logistics side of things, rather than running their company. Iownit's platform, enabled by the JOBS Act, plans to simplify this process, which then allows for a diversity of investments in the ecosystem that's in the past been dominated by huge VCs.

"What we do, and where technology helps us, is we can take the entire process of receiving interest from investors, signing the transactions, issuing the subscription agreements, and processing the payments and put that all online," says Kurbanov.

These five Houston startups are linking up industries and blockchain technology. Getty Images

5 Houston companies using blockchain to unlock new opportunities across industries

Linked in

Blockchain has really started to come into its own as more and more companies are applying the technology across industries — from oil and gas analytics and fundraising to even social media marketing.

Five Houston companies have made their mark on these different industries by incorporating this burgeoning technology.

Data Gumbo

Andrew Bruce had the idea for Data Gumbo when he realized how difficult it was to share data in upstream oil and gas. Courtesy of Data Gumbo

As the blockchain-as-a-service company's name suggests, Houston-based Data Gumbo is all about the data.

"The whole idea is to build out the blockchain network, and provide a network that they can subscribe to and start doing business on that network," Andrew Bruce, CEO of Data Gumbo, says. "It's a service, so there's a subscription fee. It gives them access to the savings they already have available within their organizations."

The company, which focuses on providing midstream and upstream oil and gas companies with timely decision-making information, was launched in 2016 and faced a big learning curve in the industry.

"We got a lot of questions and concerns about what blockchain is, why they need it, and whether or not they can trust it," Bruce says. "We were introducing a completely new concept to a conservative industry."

The industry is coming around as Data Gumbo grows its network and proves results.

Social Chains

Big companies are using your data to make a profit — but what if you got a kickback of that cash? That's what Houston-based Social Chains is trying to do. Pexels

When it comes to social media marketing, Houston-based Social Chains is putting the power back into the hands of users. Big social media companies, like Facebook, sell data about you to marketers and advertisers, and there's nothing you can do about it. Social Chains is a new platform where users own their own data and receive a cut of the payment.

"On our platform, the user is a stakeholder. Our platform distributes 50 percent of the profits to the users," Srini Katta, founder and CEO of the company, says.

Social Chains already has 5,000 users and, Katta says, that's with little to no marketing efforts. Currently, he's been working out a few kinks before launching into marketing for the platform, though he expects to do that beginning next month. Most of Social Chain's current users are high school to college students, so that will be the primary demographic for the marketing strategy.

Topl

Houston-based Topl can track almost anything using its blockchain technology. Courtesy of Topl

Blockchain, when applied to consumer products, can be used to complete the full picture of that product. A chocolate bar, for instance, can be traced from cacao farm to grocery store. Not only does the connected information keep each party accountable when it comes to prices, it tells a story.

"We are a generation that wants a story," says Kim Raath, CFO of Topl. "We want an origin, and don't want to be fooled. And, because you might be able to reduce the cost by having this transparency, you might be able to bring down the cost on both sides."

Topl, a Houston-based startup that was created by a few Rice University graduate and doctorate students, uses blockchain to connect the dots. One of the ways Topl's technology is being used is to track money. If an investor gives to a fund, and the fund gives to a startup, there's nothing to connect that first investor to the startup's success or to measure its impact. This is a tool used by investors or donors alike. For instance, if you were to create a scholarship, you can use Topl to track what student received that money and if they are meeting the required metrics for success.

Topl's 2019 focus is on growing its network and what it's able to provide its clients, like an app factory for companies trying to track specific things.

Iownit.us

The stock market has been using tech for years — why shouldn't the private sector have the same convenience? Getty Images

To Rashad Kurbanov, the private investment world was extremely backwards. While the stock market had been digitizing investment for years, private funds had a drawn out process of emails and meetings before moves were made. He thought introducing technology into the process could help simplify the investing for both sides of the equation.

The company is still seeking regulatory approval, but once that happens, the technology and platform will be ready to launch. The platform is a digital site that connects investors to companies seeking money. The investors can review the companies and contribute all online while being encrypted and protected by blockchain.

Houston Blockchain Alliance

Here are some of the most common, misunderstood aspects about blockchain technology. Getty Images

The Houston Blockchain Alliance is a newly formed networking group for anyone working within or interested in the blockchain industry. Mahesh Sashital, co-founder of Smarterum, a blockchain news site, founded the organization late last year after realizing Houston was in need of an informative networking group.

"I thought that I'd start the Houston Blockchain Alliance so that someone like me, who's already in the industry, can find other people working in the industry," he says. "And for other people interested in blockchain can learn more and get up to speed with the technology."

The alliance aims to host regular events — its launch event is Feb. 20 — and educate people on blockchain. Click here to read Sashital's guest column about common blockchain misunderstandings.

Among this week's top stories is a s. Courtesy of Fluidity

5 top trending innovation stories in Houston this week

What you're reading

Editor's note: It's a weird and short holiday week for Houston, but InnovationMap readers (and staff) are still keeping busy. This week's trending stories — about everything from a drone tool designed by an astronaut to can't-miss events — are proof enough.

Houston-based company's device is revolutionizing drone technology across industries

Fluidity Technologies' joystick-like device is designed based on movement in space. Courtesy of Fluidity

It's not enough that Scott Parazynski has spent 57 days, 15 hours and 34 minutes in space. Nor is the fact that he's trained as a trauma surgeon. Not even climbing Mount Everest as a team physician for the Discovery Channel could satisfy one of Earth's most talent-blessed residents. Now Parazynski is on course to change multiple industries with his latest invention: A joystick-like drone controller. Read the full story here.

5 can't-miss innovation events for January

From enlightening talks to anniversary celebrations, here's where you need to be in January. Getty Images

Houston's innovation community is starting 2019 strong with plenty of business professional events. Read the full story here.

Houston startup plans to expand services and footprint following $2 million seed round

Ben Johnson's business idea turned into a growing company making the lives of apartment dwellers easier. Courtesy of Apartment Butler

Ben Johnson thought consolidating resident services for household chores — like doing the dishes and walking the dog — could be done more efficiently. So, he created Houston-based Apartment Butler in 2016 to do just that.

"I started thinking a lot about apartment industry," Johnson, who is the founder and CEO, says. "I just saw the industry as a whole is one that hadn't been really disrupted yet — the technology was dated." Read the full story here.

3 Houston innovators to know this week

While each of this week's three innovators has years of experience under their belts, they are each starting something new. Courtesy photos

Common ingredients among entrepreneurs is a great idea, plenty of hard work, and a whole lot of luck. And, if they are lucky, they've got some experience under their belts too. These three innovators this week are all in the process of starting something — a venture fund, an app, an investment platform — but lucky for them, they know what they're doing. Read the full story here.

Houston declared one of the most affordable places to live and work in 2019

Houstonians get to keep a good bit of cash in their pockets. Photo by Jacob Power

A new study indicates it's worth it to live and work in Houston. The study, done by BusinessStudent.com, puts Houston among the country's 25 most affordable places to live and work for 2019. Read the full story here.

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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.”

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