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

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

The three companies are:

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

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

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

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

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

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

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

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

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

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

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

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

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

Following the round, Hello Alice is now valued at $130 million. Photo courtesy Cayce Clifford/Hello Alice

Houston tech platform raises series C round backed by Mastercard

money moves

Hello Alice, a fintech platform that supports 1.5 million small businesses across the country, has announced its series C round.

The amount raised was not disclosed, but Hello Alice reported that the fresh funding has brought the company's valuation to $130 million. Alexandria, Virginia-based QED Investors led the round, and investors included Mastercard, Backstage Capital, Guy Fieri, Golden Seeds, Harbert Growth Partners Fund, How Women Invest I, LP, Lovell Limited Partnership, Tyler “Ninja” and Jessica Blevins, and Tamera Mowry and Adam Housley, per a news release from the company.

“We are thrilled to hit the milestone of 1.5 million small businesses utilizing Hello Alice to elevate the American dream. There are more entrepreneurs launching this year than in the history of our country, and we will continue to ensure they get the capital needed to grow,” Elizabeth Gore and Carolyn Rodz, co-founders of Hello Alice, say in a news release. “In closing our Series C, we welcome Mastercard to our family of investors and continue to be grateful to QED, How Women Invest, and our advocates such as Guy Fieri.”

The funding will go toward expanding capital offerings and AI-driven tools for its small business membership.

“Our team focuses on finding and investing in companies that are obsessed with reducing friction and providing superior financial services solutions to their customers,” QED Investors Co-Founder Frank Rotman says in the release. “Hello Alice has proven time and time again that they are on the leading edge of providing equitable access to capital and banking services to the small business ecosystem."

Hello Alice, which closed its series B in 2021 at $21 million, has collaborated with Mastercard prior to the series C, offering small business owners the Hello Alice Small Business Mastercard in 2022 and a free financial wellness tool, Business Health Score, last year. Mastercard also teamed up with other partners for the the Equitable Access Fund in 2023.

“With Hello Alice, we’re investing to provide support to small business owners as they look to access capital, helping to address one of the most cited business challenges they face,” Ginger Siegel, Mastercard's North America Small Business Lead, adds. “By working together to simplify access to the products and services they need when building and growing their business, we’re helping make a meaningful impact on the individuals who run their businesses, the customers they serve, and our communities and economy at large.”

While Hello Alice's founders' mission is to help small businesses, their own company was threatened by a lawsuit from America First Legal. The organization, founded by former Trump Administration adviser Stephen Miller and features a handful of other former White House officials on its board, is suing Hello Alice and its partner, Progressive Insurance. The lawsuit alleges that their program to award10 $25,000 grants to Black-owned small businesses constitutes racial discrimination. Gore calls the lawsuit frivolous in an interview on the Houston Innovators Podcast. The legal battle is ongoing.

Inspired by the lawsuit, Hello Alice launched the Elevate the American Dream, a grant program that's highlighting small businesses living out their American dreams. The first 14 grants have already been distributed, and Hello Alice plans to award more grants over the next several weeks, putting their grant funding at over $40 million.


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

Houston fintech company launches new tool for startups and small businesses

wellness check

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

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

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

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

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

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

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

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

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

In an interview with InnovationMap, Carolyn Rodz, CEO and founder of Hello Alice, explains how the partnership came about and how the program will significantly move the needle on equitable access to capital for small business owners. Photo courtesy of Hello Alice

How this Houston innovator is providing small businesses unprecedented access to capital

Q&A

Last month, Hello Alice — now with 1 million members in its community — announced a new program with MasterCard that provides small business owners a simpler way to unlock access to capital.

The Hello Alice Small Business Mastercard offers users expert business advice, business insights, cash back, and a rewards program that gives entrepreneurs points for completing business-advancing activities on the Hello Alice platform.

"As a small business owner myself, I've created a card that I wish I would have had," Carolyn Rodz, CEO and founder of Hello Alice, tells InnovationMap. "We really looked at where are the gaps for these business owners and the things they don't already have or are unable to access."

In an interview with InnovationMap, Rodz explains how the partnership came about and how the program will significantly move the needle on equitable access to capital for small business owners.

InnovationMap: How did this partnership come about to provide this this unique credit card for small business owners?

Carolyn Rodz: We have been looking at ways to support business owners along their capital journeys for a long time. Since we started Hello Alice access to capital has been the number one barrier for small business owners, and that's only magnified when we look at business owners of color and our new majority business owners that we focus on. And so it made natural sense as we went down a path of conversations with MasterCard initially around how do we create something, particularly in a world where accessing capital, which would be daunting for business owners.

There's a lot of talk around venture capital and getting loans and what that growth journey looks like. But the reality is most business owners understand a credit card — they understand how it works. So, that was a great starting point for us. Then we looked at what are some of the issues with cards — all business cards particularly or commodities. They're typically an afterthought from a lot of the financial institutions that offer them. We're seeing a lot of these emerging fintech companies that are rolling out cards, but even for them, the small business audience is typically an afterthought. They're really focused on tech companies and very rapid growth businesses.

It felt like mainstream small businesses were really getting lost in this conversation, so that was where we really wanted to tackle. How do we solve some of these problems — how do we create benefits that are actually meaningful to small business owners? Things like one-on-one coaching and helping them get access to workshops that will help them along their growth journey. Things that they can redeem points for experiences and opportunities that that may not otherwise be accessible through a lot of these business owners.

The other piece that we wanted to support is the large group of businesses that don't qualify for a traditional credit card. And so we, in tandem with our unsecured credit card, also launched a secured card. And the idea for that was that we could actually roll out a credit quality tool. So, in conjunction with all the education and wraparound services that we're offering, there's a six- to nine-month process that a business owner — if they have poor credit history — can go through to build up that credit with a secured credit card and then seamlessly transition into an unsecured card. It's an opportunity to take that first step toward building and growing their business and accessing the capital that they need to grow.

IM: How does this initiative target the inequality in access to capital for small business owners?

CR: Well, nine out of 10 of business owners are relying on their personal credit card when they're applying for financing. When we look at entrepreneurs of color, the rate of low credit score for them is two to three times higher for Black and LatinX entrepreneurs specifically. So for us, this is the importance of building in conjunction with our creating equitable access to credit program that is much broader, frankly, than the card itself, but offering the wraparound services around it, making sure that we are providing the secured to unsecured seamless transition plan.

We're also working with the First National Bank of Omaha, and the reason we selected them at the bank, they're the largest privately held bank in the country. This also gave us the flexibility to really look at alternative underwriting models and the the opportunity to learn through all of the insights that we're gaining around these small business owners. We're trying to figure out how do we start to look at some of these alternative data points and identify not just the financial history of a business owner.

There are a lot of circumstances that lead to poor credit scores, whether it was for a health circumstance that they endured or veteran business owners who may have no credit history because they've been overseas for a long period of time. We're looking at what are some of the data points that are indicating that a business owner is more likely to succeed and more likely to repay the credit that they've taken on. We know already through a lot of research and data points that having a business plan automatically makes you more likely to repay your your debt. Or the fact that you are getting positive feedback from mentors is a strong indicator that you're going to be more likely to pay off some of those debts. And so we're really looking at what are some of these things that may be overlooked but are frankly more indicative of who the business owner is and the potential for their for their business and their opportunities to be able to repay credit that they take off.

IM: What type of small business owners do you feel like this is a really good solution for? What all can they expect from the program?

CR: As a small business owner myself, I've created a card that I wish I would have had. When I started this company, I really looked at what was available to the market. This credit card, like many cards, offers benefits that are pretty standard in the market right now. Things like cash back, extra points, and kickers for certain spends that are relevant to small business owners. But again, we really looked at where are the gaps for these business owners and the things they don't already have or are unable to access.

What we discovered was there are lots of accelerators, programs, and workshops and things — but they're expensive. So, there's an opportunity here. We work with our network of partners that we have for Hello Alice that are traditionally paid or have a cost to roll them out and offer business owners points and earnings that can be spent toward that.

Mentorship, as you know, is a huge, huge barrier, particularly when we look at our new majority entrepreneurs, so all of our cardholders get access to one-on-one coaching for this card. And we've really focused on areas that are primary interest to them, things like business strategy, operations, and financing for their businesses.

And then the other important piece of this is leveraging our partner network. We have so many partners that we work with at Hello Alice, companies that are offering products and tools and services to small business owners. With this card, we're opening up additional discounts beyond what we've already negotiated standards for all of our community, whether it's an extra discount on things like QuickBooks, Salesforce, or different tools that they might be using. We have over 70 affiliate partners that we've already brought into the program working with more every week right now, which is really exciting.

We're also trying to find new opportunities — where can we bring the most benefit these business owners in a way that grows with their company and that, as they're spending and creating traction with their company, our team is working behind the scenes to unlock more and more opportunities every stage of that journey.

IM: Do you feel like this program is a response to the growing challenges small businesses have been facing over the past few years?

CR: I mean, our business certainly had a hell of a couple of years, and 89 percent of small business owners in our community, which is now over a million business owners strong, claim the access to capital is limiting their growth potential. Where we focus a majority of our energy as a company is unlocking those barriers.

As we dig into that, what we're seeing is access to capital — whether that's early days as a credit card or a grant funding, or later stage with loans or even venture capital — is that we need to address this by helping to unlock that journey for business owners, but also making sure that we're supporting them with the opportunities that are relevant to their own stage of growth.

The other piece is revenue generation. We always want to focus on the core and sustainable business health of a company and making sure that they're bringing in revenue and that they've created a business model that actually works and is scalable. We're working a lot on providing them not just money into their business or outside capital, but how do we actually help them generate revenue and clear capital in all the stages unless they have that capital? How do we actually help them deploy that capital in meaningful ways will help them grow their business?

All of the wraparound services that come with the core of what Hello Alice offers — and certainly with this credit card we're getting a deeper layer of insight, because we know more about the businesses, we know how they're spending, what they're doing. We're really learning about how do we additionally support this cohort of business owners with the right wraparound services, making sure that they're getting the right thing at the right time.

What's interesting is that and the reason we really started with the credit card is that 50 percent of small business owners have a personal credit score of 680 or better, and that's strong enough to apply for most business credit cards. However, that score locks them out of getting a business loan, which typically requires a score of 720 or better to qualify. So we're able to tap into a cohort and help them grow this pool of capital in the earliest stages. But really making sure that we're giving them the growth tools that ultimately free them up to go get that loan, to go walk into a main street bank and have that power of choice along their capital journey.

In general, we focus a lot on access to capital. We deployed over $37 million in small business grants to date, and we're continuing to grow that pool. We're actually working right now on an equitable access to capital fund, which will allow us to utilize those grants to actually pay the security deposit for select business owners who may not qualify for additional credit.

Ultimately, this is a really tangible way to work with financial institutions, MasterCard, and our broader partner ecosystem. We haven't seen the statistics move in decades. How do we actually open up more capital to business owners that otherwise wouldn't qualify for it? And this is our our first of many steps toward towards putting a really tangible stake in the ground.

IM: What about the challenges of the pandemic — how do you see COVID-19 and its shutdown affect small businesses?

CR: For us, like many businesses, I think the pandemic was it shook everything up. I think we had a plan and a path forward that always entailed unlocking access to capital and unlocking opportunity — that has never changed for us. But it accelerated a lot of things. We had planned to deploy grant funding in 2020 independent of the pandemic. When COVID hit and we saw these businesses struggling, we quickly pivoted. We accelerated that plan significantly. We started deploying grants within weeks of shelter in place — even before PPP had been announced and before businesses were accessing any government support. We were among the first to offer emergency grants and put us in a really strong position to grow that program and again to accelerate the rollout of that, which is now turned into a much larger program.

That really was, I would say, the acceleration of our entire early stage access to capital continuum. And what we learned from that was how much capital these business owners actually need. The process gave us a lot of information that that has really helped roll out the broader continuum of capital for us. We launched our lending marketplace with over 92 small business lenders all focused on fair and equitable funding, which is available over all as well. And so these credit cards round out that early stage access to capital.

But when we look at our new majority cohort — and even many white male businesses — we have to get business owners of all types that are struggling with access to capital. Everybody's willing to give money to business owners that have traction, that are doing well with their business, that are on a growth path. But it's very hard to get the traction that big investors need, and that's always really struggle.

The pandemic accelerated a lot in this space. It made us realize that the opportunity here is actually much greater to support these businesses and also got a lot of attention from partners. We've been having these conversations for years, frankly, prior to the pandemic. And everybody recognized there was an issue, but I don't think they realized the impact of the issue until COVID hit, and small businesses were the ones that kept operating and made sure that we were getting the resources that we needed to continue to live in a time when everything was a little bit uncertain.

------

This conversation has been edited for brevity and clarity.

Small business owners now have a new option for their credit and financial support needs, thanks to Hello Alice and Mastercard. Image via Getty Images

Houston small biz tech platform launches entrepreneur-focused credit card

hello credit

When you're a small business owner, every service you sign up for or institution you open an account at should be a helpful partner on your business journey. At least, that's how Hello Alice sees it.

The Houston company has partnered up with Mastercard and First National Bank of Omaha to provide small business owners a suite of financial services with their line of credit. The Hello Alice Small Business Mastercard will offer users expert business advice, business insights, cashback, and a rewards program that gives entrepreneurs points for completing business-advancing activities on the Hello Alice platform.

“We designed the Hello Alice Small Business Mastercard to meet the needs of small business owners where they are, breaking longstanding barriers to mentorship, access to credit, and overall financial health for those who have traditionally been denied access,” says Elizabeth Gore and Carolyn Rodz, co-founders of Hello Alice, in a statement.

“In times of economic boom and bust, access to capital remains the leading challenge for all small business owners, and particularly for New Majority owners, which is why we continue to focus our efforts on expanding the capital continuum beyond our existing grants and loans programs,” the duo continued.

Offered as a traditional credit card, the Hello Alice Small Business Mastercard provides users with credit-building opportunities. Business owners with a limited or poor credit history also have the opportunity to a secured version of the credit card that still provides full benefits from the program.

“Small businesses are the backbone of our communities, yet too often face significant obstacles in securing the resources they deserve, particularly if the owners come from underserved communities,” says Linda Kirkpatrick, president for North America at Mastercard, in the release. “The launch of the Hello Alice Small Business Mastercard is an important step in our mission to build a more inclusive digital economy by providing small businesses with the financial tools and capital they need to thrive, while also advancing our half-billion-dollar commitment to help close the racial wealth and opportunity gap for Black communities.”

This initiative is the latest announcement from Hello Alice’s Equitable Access to Capital program, which is focused on increasing access to the capital — as well as financial products, tools, and education — small businesses need to grow sustainably and power the national economy. By 2025, according to Hello Alice, approximately $70 million in grants could fund credit enhancements for approximately 30,000 business owners, unlocking up to $1 billion in credit access.

“FNBO has been committed to helping small businesses succeed for 165 years, and we are proud to partner with Hello Alice and Mastercard in this vital initiative to elevate all small businesses,” says Jerry J. O’Flanagan, executive vice president of Partner Customer Segment at First National Bank of Omaha.


The new credit card will provide credit and financial advice, support, and education to small business owners. Image via helloalice.com

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Who are Houston's top innovators? Nominate now for 2026 Houston Innovation Awards

Calling All Innovators

Calling all Houston innovators: The 2026 Houston Innovation Awards, presented by InnovationMap, return this fall to celebrate the best and brightest in the Houston innovation ecosystem right now.

We're asking you to nominate Houston's top innovators and startups for this year's awards. Nominations are open now through August 27 and can be made on behalf of yourself, your organization, and other influential leaders in the local innovation scene.

The annual awards program recognizes the most innovative individuals and companies in Houston across 10 prestigious categories.

This year's awards will honor the following categories:

  • Minority-founded Business, honoring an innovative startup founded or co-founded by BIPOC or LGBTQ+ representation.
  • Female-founded Business, honoring an innovative startup founded or co-founded by a woman.
  • Energy Transition Business, honoring an innovative startup providing a solution within renewables, climatetech, clean energy, alternative materials, circular economy, and beyond.
  • Health Tech Business, honoring an innovative startup within the health and medical technology sectors.
  • 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.
  • 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 interactive voting experience.
  • Scaleup of the Year, honoring an innovative later-stage startup that's recently reached a significant milestone in company growth.
  • Incubator/Accelerator of the Year, honoring a local incubator or accelerator that is championing and fueling the growth of Houston startups.
  • Mentor of the Year, honoring an individual who dedicates their time and expertise to guide and support budding entrepreneurs.
  • Trailblazer, honoring an innovator who's made a lasting impact on the Houston innovation community.

You have three weeks to submit nominees, so don't delay — nominate today at this link or fill out the form below. Qualified nominees will receive a formal application to complete, which will be reviewed by our esteemed panel of judges to determine the finalists and winners.

More announcements about the 2026 Houston Innovation Awards are coming soon, including an introduction to this year's panel of judges. Interested in sponsoring the 2026 Houston Innovation Awards? Please contact sales@innovationmap.com.

KBR unveils name, branding for new government services spinoff

new identity

Houston-based KBR Inc.'s new Mission Technology Solutions unit officially has a name.

The previously announced government services spinoff, which until now has been nicknamed SpinCo, will now be known as Trinzic. The company said in a news release that the name was inspired by the word intrinsic, "reflecting essential, built-in capabilities and deep expertise operating in some of the world’s most complex and mission-critical environments."

New York-based firm Siegel + Gale developed the company's new brand. In addition to the new name, the company shares that its new logo will feature a stylized letter N, with brand colors in orange and gray.

“Trinzic represents who KBR Mission Tech has always been at our core: an essential partner bringing innovation and trusted execution to the missions that matter most,” Stuart Bradie, KBR President and CEO, said in the release. “The new Trinzic brand represents both our strong heritage and the tremendous opportunity ahead. Our teams aim to deliver solutions that address some of the world’s most critical national priorities every day, and this new identity captures the purpose-driven culture and mission focus that we expect to continue to define the company moving forward.”

KBR expects the spin-off to be completed in January 2027. At that time, Trinzic will operate as an independent, publicly traded company that will focus on technology and engineering services for the space and national security sectors.

KBR will remain a separate publicly traded company that will focus on sustainable technology and services to support the energy transition. KBR first announced the spinoff plans in October 2025.

Last month, KBR announced two C-suite hires for Trinzic, or what was then known as SpinCo.

Michael LaRouche will serve as Trinzic's inaugural president and CEO. LaRouche is currently CEO of Serco North America, a Virginia-based government services contractor. Nicholas Veasey, current CFO of Virginia-based MAG Aerospace, was named Trinzic's CFO. Bradie will remain chairman, president and CEO of KBR.

Rice lands $19 million grant to build AI-driven quantum materials lab

Quantum Boost

Rice University has received a $19.9 million award from the National Science Foundation to increase the production of quantum and electronic materials by using a combination of artificial intelligence, cloud-based labs and robotics.

The four-year project will create a remote and automated research platform that aims to accelerate discovery and the testing process, according to Rice. The aptly titled project, "Revolutionizing AI-Driven Autonomous Experimentation for Next-Generation Semiconductor Synthesis” (READINESS), will be led by Rice materials scientist Jun Lou, who serves as principal investigator. SUNY Polytechnic Institute and the University of Texas at Austin will collaborate with Rice on the project.

At first, READINESS will focus on two-dimensional materials, oxide semiconductors and diamond thin films that can support emerging technologies, like quantum devices.

READINESS is one of 20 projects selected for the NSF's Programmable Cloud Laboratories Test Bed initiative, which aims to provide more U.S. researchers with access to automated scientific tools.

Additionally, the project aligns with the Department of Energy’s Genesis Mission, which recently selected four projects from Houston universities and companies, including two from Rice. The national initiative aims to unite government, industry, academia and philanthropy to lead to breakthroughs in energy, scientific discovery and national security.

READINESS will offer more advanced lab systems remotely via a cloud interface to assist startups, other research groups, and companies that don’t have the resources, staffing or equipment to produce quantum materials and advanced electronics. READINESS will also allow researchers to simulate experiments via virtual experiments or digital twins before they conduct the physical experiment.

Rice says this will be particularly useful in quantum materials research, which is often met with barriers— like the adjustments of chemical composition, gas flow, pressure, and temperature—that can change the properties of a material.

“This project will give researchers access to capabilities that have traditionally been available only in a handful of laboratories,” David Sholl, executive vice president for research at Rice, said in a news release. “By lowering those barriers, READINESS can accelerate discovery and expand who can participate in cutting-edge materials research.”

Additionally, the project’s AI aspect will offer recommendations for new tests, recognize safety limits and analyze results to assist researchers.

“Responsible AI should complement researchers’ capabilities rather than replace their judgment,” Luay Nakhleh, Dean of Rice’s George R. Brown School of Engineering and Computing, added in the release. “READINESS embodies this principle by combining automated systems with transparency, safeguards and human oversight at critical decision points.”

READINESS’ lab will be based out of Rice’s Ralph S. O’Connor Building for Engineering and Science. Partner sites will also contribute equipment, expertise and workforce development programs, according to Rice.

Ultimately, READINESS aims to elevate the speed, reliability and reproducibility of experiments, and to promote access to automated scientific tools for U.S. researchers.

“Our goal is to create a laboratory that researchers from across the country can use to produce advanced electronic and quantum materials on demand,” Lou added in the release. “By integrating robotics, AI and digital twins, we aim to learn from every experiment and shorten the pathway from scientific discovery to practical technology.”