The Rice team's process is up to 10 times more effective than existing lithium-ion battery recycling. Photo by Gustavo Raskosky/Rice University

With the rise of electric vehicles, every ounce of lithium in lithium-ion batteries is precious. A team of scientists from Rice University has figured out a way to retrieve as much as 50 percent of the material in used battery cathodes in as little as 30 seconds.

Researchers at Rice University’s Nanomaterials Laboratory led by Department of Materials Science and NanoEngineering Chair Pulickel Ajayan released the findings a new study published in Advanced Functional Materials. Their work shows that the process overcomes a “bottleneck” in lithium-ion battery recycling technology. The researchers described a “rapid, efficient and environmentally friendly method for selective lithium recovery using microwave radiation and a readily biodegradable solvent,” according to a news release.

Past recycling methods have involved harsh acids, and alternative eco-friendly solvents like deep eutectic solvents (DESs) at times have not been as efficient and economically viable. Current recycling methods recover less than 5 percent of lithium, which is due to contamination and loss during the process.

In order to leach other metals like cobalt or nickel, both the choline chloride and the ethylene glycol have to be involved in the process, according to the researchers at Rice. The researchers submerged the battery waste material in the solvent and blasted it with microwave radiation since they knew that of the two substances only choline chloride is good at absorbing microwaves.

Microwave-assisted heating can achieve similar efficiencies like traditional oil bath heating almost 100 times faster. Using the microwave-based process, Rice found that it took 15 minutes to leach 87 percent of the lithium, which differs from the 12 hours needed to obtain the same recovery rate via oil bath heating.

“This method not only enhances the recovery rate but also minimizes environmental impact, which makes it a promising step toward deploying DES-based recycling systems at scale for selective metal recovery,” Ajayan says in the release.

Due to rise in EV production, the lithium-ion battery global market is expected to grow by over 23 percent in the next eight years, and was previously valued at over $65 billion in 2023.

“We’ve seen a colossal growth in LIB use in recent years, which inevitably raises concerns as to the availability of critical metals like lithium, cobalt and nickel that are used in the cathodes,” the study's co-author, Sohini Bhattacharyya, adds. “It’s therefore really important to recycle spent LIBs to recover these metals.”

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This article originally ran on EnergyCapital.

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.

Support Houston startups by shopping local this holiday season. Photos courtesy

5 innovative gift ideas from Houston startups

shop local

The holidays are fully upon us, and in the spirit of giving, why not give a little business to local startups as you shop for friends and family this year?

Browse this year's roundup of Houston startup-created gift ideas below, and then click here to check out last year's gift ideas too for eight more options for you.

Low-carb treats from ChipMonk Baking

Give the gift of healthy desserts with ChipMonk Baking. Photo via chipmonkbaking.com

Houstonians David Downing and Jose Hernandez were tired of having such limited options when it came to finding healthy dessert alternatives. So, they founded ChipMonk Baking, a local, mail-order bakery that creates treats using monk fruit and allulose, a low-calorie (0.4 calories per gram) rare sugar that's found naturally in foods such as raisins, dried figs, and kiwi. Hernandez began developing ChipMonk's recipes to satisfy his taste for cookies after being diagnosed with type-2 diabetes.

An online business, ChipMonk offers every snacks from cookies and bites to mixes and sweeteners. There are also a few bundles to choose from as well as a free, downloadable holiday cookbook

Skin-healthy athletic wear from Élastique

Emeline Kuhner-Stout, founder of Élastique Athletics, wanted to create a product that was easy to wear and benefitted lymphatic health. Photo courtesy of Élastique Athletics

Moms know how to make the most of their time, and that's exactly how Emeline Kuhner-Stout came across the idea for Élastique Athletics, a clothing line that promotes skin health and reduces cellulite.

"We did some research, and found that the best way to improve the appearance of your skin and move those fluids — because the cause [of cellulite] is really about those fluids that get trapped under your skin and cause a lot more negative effects other than skin appearance," Kuhner-Stout previously told InnovationMap.

She learned that exercise is the best move for improving lymphatic drainage, and another option is to do it manually through massaging and with compression. After around five years of research and development, Kuhner-Stout was able to release her first product for Élastique Athletics — a pair of leggings that have MicroPerle™ micro-massage beads in the compression leggings to massage the skin when worn.

Now, Élastique has three "wellnesswear" products available online.

Support local with Sesh Coworking

Sesh's gift sets are available for pick-up or delivery. Photo via girlsesh.com

Sesh Coworking is a space founded for women, by women, and that focus extends to the company's in-store and online market. Located in Montrose, Sesh opened its doors in February and was founded by Maggie Segrich and Meredith Wheeler to fill a need in the coworking sector.

"We as women show up in our work lives as a whole person. We don't compartmentalize and forget about all the other things happening in our lives," Wheeler previously told InnovationMap. "We wanted a space that reflected that and embraced it."

While the market supports local female-owned business year round, Sesh has some special items for the holidays. The company has produced a 2020 Holiday Haute List to help users find the perfect gift as well as some gift bundles for the working women of the world. These sets and more are available on Sesh's online store.

Stylish sanitizers from Cobalt

Cobalt's gift set comes with a bottle of each of the company's three FDA-approved cleaning products. Photo via cobaltclean.com

This year's pandemic inspired new products and companies aplenty, and one of them here in Houston is Cobalt founded by Houstonians Molly Voorhees and Christina Milligan. Their hand sanitizing and surface cleaning products blend the importance of cleanliness and safety with the added value of accessibility and a refined appearance.

As working parents of young children, the two women wanted to create a line of sanitizing products that boosted their confidence in the safety of their environments amid a pandemic and that they'd be proud to pull out of their purse on short notice.

"Cleaning products are in your bathroom or are in an ugly looking bottle or the back of our restaurant in massive chemical containers. There is really nothing for the on-the-go market," Voorhees says.

The company sells six FDA-approved sanitizers, sprays, keychains, and to-go kits that eliminate 99.9 percent of bacteria and viruses in easy to access, personal-sized, contemporary bottles, ranging from $14 to $30. The products are designed to be free of harsh, alcoholic odors and come in scents like peppermint and bubble gum.

The gift set, which is available online for $50, includes a bottle of hand sanitizer, surface spray, and mask refresher.

Humidity-conscious women's workwear from Cotidie

Cotidié's fabrics are lightweight and moisture wicking — similar to exercise clothing — making the pieces conducive to the Houston heat and humidity. Lauren Marek/Cotidié

Other than during Houston's brief winter, rocking a professional wardrobe is tough in humidity that is so iconic to Houston. Local entrepreneur Kristina Haag founded Cotidié to design clothes with this struggle in mind.

"With Cotidié, it is all about the functionality of the clothing," Haag previously told InnovationMap. "It is more traditional items, but the use of technical fabrics is our differentiating factor."

The online retailer, which launched in June 2019, offers dresses, jackets, pants, skirts, and tops, ranging between $60 and $200 in price. The fabrics, sourced from Italy and Taiwan, provide breathable comfort, along with an elastic, structured fit for a more tailored look. All items are moisture wicking and machine washable.

"Everything we use on the line is athletic technical fabric that you would typically find in workout attire, but I've repurposed these fabrics to use in a contemporary womenswear line," Haag tells InnovationMap. "I wanted to create a more foundational capsule clothing collection that women can draw their own inspiration from."

The full collection is available online, as are gift cards.

Bonus: 8 more gift ideas from Houston startups

From after-alcohol relief to a smart pillbox, these Houston-founded companies have innovative holiday gifts to offer. Images via Instagram

Here are eight more ideas for gifts made by Houston startups. Click here,

Two Houston entrepreneurs — Molly Voorhees (left) and Christina Milligan — have launched a new line of sanitizing products. Photo via instagram.com/cobaltclean

Houston entrepreneurs launch design-focused sanitizing operation

happy hands

Houstonians Molly Voorhees and Christina Milligan have officially launched a line of hand sanitizing and surface cleaning products that blend the importance of cleanliness and safety with the added value of accessibility and a refined appearance.

The products make up the entrepreneurs' new brand, Cobalt, that Voorhees, president of Beck's Prime, and Milligan, an organizing and style expert, first conceptualized in March. As working parents of young children, the two women wanted to create a line of sanitizing products that boosted their confidence in the safety of their environments amid a pandemic and that they'd be proud to pull out of their purse on short notice.

"Cleaning products are in your bathroom or are in an ugly looking bottle or the back of our restaurant in massive chemical containers. There is really nothing for the on-the-go market," Voorhees says.

Too, the women didn't want to stop at hand sanitizer. Instead, they sought to encourage and educate clientele on the importance of cleaning high-touch surfaces, like phones, steering wheels, sunglasses, and the likes.

"It really resonated with us that your hands are only as clean as the surfaces that you touch," Milligan says. "We wanted it to be very approachable and easy to understand and also discrete. We didn't want anyone to feel ashamed if they pulled out a bottle of Lysol on a table."

The result was six FDA-approved sanitizers, sprays, keychains, and to-go kits that eliminate 99.9 percent of bacteria and viruses in easy to access, personal-sized, contemporary bottles, ranging from $14 to $30. The products are designed to be free of harsh, alcoholic odors and come in scents like peppermint and bubble gum.


The duo business women wanted to avoid harsh alcoholic smells and opted for calming and fun scents. Photo courtesy of Cobalt

Each item in the line boasts sleek, trendy designs in a cool blue hue. And while they look quite polished today, bringing the line to launch started off as a somewhat messy process.

"We kinda thought it would be easy. We would just put cleaner in a 4-ounce bottle and that would be fine," Milligan says.

But due to the high demand for chemical products in the pandemic and the way that industrial filling lines are set up, producing cleaning products in personal-sized bottles proved difficult. The women, who became known as the "the girls who want to put cleaner in their purse," were initially met with a resounding "no" from large chemical corporations.

However, by the summer the duo was able to make more headway. They were nearing production with a chemical partner when they learned of a local business who could produce their product by hand all within the Bayou City.

"It turned out through a connection we were making with labels that we discovered [William Price Distilling Company] that was right in our backyard in Houston that was newly filling bottles," Milligan says. "They were employing out of work restaurant staff. Molly and I both felt really strongly about that."

Voorhees and Milligan quickly partnered up with the Garden Oaks-Oak Forest distillery and have since produced roughly 2,500 units of their various products.

In fact, the line is decidedly Houston-based. In addition to William Price, Cobalt was also created with the help of Houston Labels for design. Deutser helped the team from a business management perspective. And the custom scents were developed by Clarity Fragrance near Memorial City.

As of press time, the products are available for purchase online and in area boutiques, including Emerson Sloan, Lexington Boutique, Zadok Jewelers, Therapy Hair Studio, and The Chocolate Bar. They aim to expand to more stores and markets and adapt the line based on demand.

"We feel so fortunate that we have a variety of products," Voorhees says. "It's always my belief that the consumer will tell you what they want and you go in that direction."

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CultureMap Emails are Awesome

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.”