Here's how the health tech investing industry has had to rethink investing amid a global pandemic. Photo by Dwight C. Andrews/Greater Houston Convention and Visitors Bureau

The coronavirus pandemic has upset countless industries, but if you zoom in on health tech you'll find a mix of opportunities and challenges for both health tech startups and investors.

On a virtual panel hosted by TMC Innovation and Ignite Healthcare Network, four female investors or founders discussed the health tech startup landscape. From advice for getting the attention of investors amid COVID-19 to inequities in health care and innovation, here's what the panel covered.

“I never thought I’d make an investment without meeting the founder face-to-face and visiting their site. The way I got comfortable with it was the opportunity was referred to me — it was a warm lead.”

— Karen Kerr, lead partner at Portfolia Rising America Fund. Kerr says those warm leads are more important now than ever, as is sharing a network.

“The first thing you need to do is understand our fund — or whatever fund you’re trying to go after — and pitch in a way that’s personal. You have to stand out from the beginning.”

— Kyra Doolan, managing director of Texas Halo Fund, says on reaching out to investors. She adds that she looks for a strong team, an innovative solution, a market need, and the terms of the deal. Meanwhile, red flags include if a startup says it has no competition, has unreasonable projections, is led by entrepreneurs who think they know everything, has an unwillingness to be upfront about COVID challenges, and doesn't have enough money in the bank.

“It’s important for companies to be upfront about the problems they’re facing — we all know these problems exist. Addressing that head-on with investors is a good way to go because having trust in a company you’re investing in is important.”

— Doolan continues on the importance of transparency between startup and investor.

“I’m looking for great entrepreneurs that are high integrity people. I’m looking to see that they really understand the industries they are in.”

— Kerr says on what she looks for in a founder. She adds that she tries to understand how they think and the advantages and disadvantages of their leadership are.

“You have to have the art of persuasion. You have this dream and vision — and there may not be anything there yet — but you need to be able to take people on this journey with you.”

— Damayanti Dipayana, CEO and co-founder of Manatee, a member of TMCx's 2020 cohort. She adds, representing the entrepreneur side of the table, that you really have to know yourself and your shortcomings.

“Any investor will look at it like if you can’t get the right people around and sell it to them, how are you going to uproot an industry.”

— Dipayana expands on the importance of growing your team and being persuasive.

“I think the pandemic has certainly shone a bright light on the inequities that exists, so solutions to these challenges are interesting things to think through.”

— Kerr says adding that the first investment from the Rising America Fund was into a fintech startup that serves underbanked communities.

“We’re seeing lower valuations maybe than we would have before this because the effects of this are going to go on for a long time, I would guess. Even when COVID starts to come down, the economic downturn is still going to exist.”

— Doolan says on where investment is at amid the pandemic.

“Ultimately if you want to have real bargaining power over your valuation, find other people who are interested.”

— Dipayana adds to the conversation about valuations. "If only one person interested, they are going to drive the valuation."

“Picking the right partners is such an important decision — don’t take that lightly just because they have money.”

—Chantell Preston, lead partner at Portfolio, co-founder and CEO of Facilities Management Group, and moderator of the event.

Texans see need for telemedicine amid the pandemic, Liftoff Houston has launched applications, ChipMonk Bakery is growing, and more of the latest Houston innovation news. Getty Images

Startups raise funds, Houston biz contest opens apps, and more innovation news

Short stories

From health-conscious cookies reaching fundraising goals to a Houston-wide business competition, the Bayou City's innovation news is pretty diverse.

In InnovationMap's latest roundup of startup and tech short stories, there's everything from telemedicine, fundraising, and more.

Houston baking startup raises money after finding its new home

ChipMonk Baking Company, a consumer packaged goods startup focused on healthy dessert options, has met its goal of $150,000. Photo courtesy of ChipMonk

Houston-based ChipMonk Baking Company, which recently found a new home in a new dedicated production facility, has reached its goal on its investment round on NextSeed.

ChipMonk, which was founded last year to create sweets that use sweeteners monk fruit and allulose for health-conscious consumers, will soon operate in a 2,300-square-foot space at 3042 Antoine Dr. The space is strictly for baking, storage, etc. and will not have a storefront.

Co-founders Jose Hernandez and David Downing have seen a spike in demand since the start of the pandemic, which increased the need to upgrade from shared kitchen space.

"The stay-at-home environment has encouraged many people to think more about their health and to start cooking and baking more at home. We've been able to offer a delicious option that fits perfectly in this growing trend," says Downing, who also serves as CEO.

ChipMonk's lease begins next month, and, to fund its growth plans, the company launched a its campaign on NextSeed. In just a couple weeks, the startup met its fundraising goal of $150,000.

Cancer nonprofit moves into new space

The Rose has a new facility to better serve patients. Photos courtesy of The Rose

The Rose, a Houston-based breast cancer nonprofit that provides medical services to 40,000 patients annually, has moved into its new space at 6575 West Loop South, suite 275, in May.

"We know this location will allow us to better serve our community," says Dorothy Gibbons, co-founder and CEO of The Rose, in a news release. "During this time of the pandemic, we've added so many safety precautions and will continue to space appointments to allow social distancing. Most of all we want our patients to feel safe and welcome from the moment they walk through our door."

Amid the COVID-19 pandemic, data reports have shown a drop in routine health care, like cervical and breast cancer screenings. Gibbons says the drop in these appointments is concerning and those who postpone routine screening or diagnostic testing could be at risk for developing later stage breast cancer.

"Our message to our patients is breast cancer is not going to wait until this pandemic is over; neither should you. With the projected increase in uninsured women, due to so many job losses, The Rose has to be ready to serve. Now more than ever, we depend on our insured patients to help cover the care for uninsured patients," she says.

Houston business competition opens applications

Small businesses in Houston have until August 10 to apply for the annual Liftoff Houston competition. Photo via liftoffhouston.smapply.org

The city of houston's annual business plan competition, Liftoff Houston, has opened applications. The program, which is sponsored by Capital One Bank, is looking for companies and will award winners in three categories: Product, service, and innovation

Each business that wins will receive a $10,000 cash prize. The competition is focused on early stage startups with revenue less than $10,000 and must have only been in business for less than a year. The companies also must be based in Houston.

Applicants can submit their information online to be considered for the contest. The deadline to apply is August 10.

TMCx company closes $1.53 million seed round

Manatee

Manatee has raised funds for its digital therapy platform. Photo via getmanatee.com

Manatee, a health tech startup based in Denver that was a member of this year's TMCx cohort, has announced it closed its seed funding round at $1.53 million. The company, which provides digital solutions to therapy for children, closed the round at the end of June.

Michigan-based Grand Ventures led the raise and invested alongside The American Family Insurance Institute (AmFam), Telosity, SpringTime Ventures, and notable health care entrepreneurs, Danish Munir, Luke Leninger, and Johnathan Weiner, according to information emailed by Manatee representative.

"Manatee was the first solution we found that really understood kids and their unique needs," says Christopher Neuharth, executive director of digital health and experience at Children's Wisconsin. "They got the dynamics between the child, parent, and therapist – and how to influence behavior change."

Accenture study finds COVID-19 has been a gamechanger for telemedicine

Houston medical organizations pivot to telemedicine and remote care amid COVID-19 crisis

An Accenture study found that most Texans are seeking telehealth amid the pandemic. Getty Images

According to a recent study from Accenture, 89 percent of Texas consumers want telehealth options — and the COVID-19 pandemic deserves the credit for the increased interest.

According to a press release from the company, the research found that:

  • One-fourth of Texans surveyed said they first learned about virtual health care following the outbreak of COVID-19.
  • The number of Texans who said they know a little or a lot about virtual health care increased 25 percent following the outbreak.
  • Approximately nine in 10 Texans surveyed after the pandemic began believe that virtual care options should be available to everyone.

The widespread stay-at-home orders exposed Texans to virtual health care and left a positive impression on receiving care remotely. For instance:

  • An estimated 4.5 million state residents began using virtual health care services since the onset of the pandemic.
  • Nearly half (45 percent) of Texans said they trust a virtual health visit as much as or more than an in-person visit—a 15 percent uptick from the pre-pandemic period.
  • Six out of seven remote-care patients (86 percent) who have continued to use virtual care options during the pandemic said their experience after the start of the COVID-19 outbreak was better or the same as before, and three-quarters (76 percent) said their wait time was shorter or the same.

"A lot of Texans got a taste for what it's like to see their physicians and specialists from the safety and comfort of their home," says Mark Olney, a managing director in Accenture's health practice and the study's lead author. "Now patients are eager to get more of that access, convenience and time savings."

These Houston startups have created health care-related solutions amid the coronavirus outbreak. Getty Images

These 7 Houston health tech companies are providing COVID-19 solutions

startups to the rescue

It's all hands on deck in Houston in the battle against coronavirus — and local biotech startups have risen to the occasion.

From mental health solutions and online portals to virtual medicine and new treatments, these Houston companies have recently launched or pivoted to new options in health care.

Mental Health Match

Ryan Schwartz is offering free counseling to Texans. Photo courtesy of Mental Health Match

Mental Health Match, a Houston-based startup that uses tech to easily connect people to mental health professionals, has announced the opportunity for 100 Texas residents to get their first appointment free and remotely.

The company cites data that shows:

  • A 78 percent increase in Texans who are concerned about their marriage
  • A 71 percent increase in Texans concerned with their parenting or their children
  • A 35 percent spike in Texans feeling panicked

"You might be practicing social distancing, but you are not alone. It is easier to make it through this together if you can get support and guidance from a skilled professional. That's why we're working with therapists across Texas to provide a free session to individuals who need it most," says Ryan Schwartz, founder of Mental Health Match, in a news release.

Texans can apply for the free sessions online on a first-come, first-served basis.

Medical Informatics Corp.

Medical Informatics Corp.'s Sickbay platform can monitor patients from afar. Photo via michealthcare.com

Houston-based Medical Informatics has created a virtual ICU program, called Sickbay, and the tech tool is being used to remotely monitor patients in Houston Methodist. The program works around the clock from a control hub to use artificial intelligence and algorithms to monitor patients.

The company, which recently moved into its office in TMCx+, announced major growth in January, just ahead of the coronavirus outbreak.

"We designed our Sickbay platform to give lost data back to doctors, nurses and other members of the care team so they could save more lives," says Vincent Gagne, vice president of product for MIC, in a news release. "In fact, our apps are built in collaboration with our clients, such as Texas Children's Hospital and Houston Methodist. Having these facilities blocks away from our headquarters accelerates that collaboration and development."

MolecularMatch

MolecularMatch is bringing together COVID-19 information and trials. Photo via molecularmatch.com

MolecularMatch, a Houston startup focused on clinical informatics, has launched a free portal that accumulates research and clinical trials for COVID-19. The company is a tenant of TMCx+ and a portfolio company of Houston-based venture capital group GOOSE.

"The number of therapeutic cures and vaccines being tested are growing at an astounding rate," says Eric Pulaski, CEO at MolecularMatch, in a news release. "Our tools make it easier for clinicians and patients to find the help they need. Hopefully, we can help save lives by shortening the time it takes to get more patients into clinical trials and by speeding up research to find cures and vaccines."

The product uses the company's artificial intelligence-backed curation platform and is updated every two to three days.

Luminare

Luminare Inc. pivoted to quickly create an online COVID-19 screening tool, and local governments have tapped into the resource. Andriy Onufriyenko/Getty Images

Founded in 2014, Houston-based health care software startup Luminare Inc. seeks to prevent sepsis, a life-threatening reaction to a host of infections that causes about one-third of U.S. hospital deaths. Recently, though, Luminare pivoted to address another health concern — the threat of the novel coronavirus.

After the novel coronavirus surfaced, Luminare retooled its sepsis-detection platform to create a free online self-assessment test for people who suspect they've contracted the virus. The test, available at CheckForCorona.com, helps someone figure out whether they should seek a coronavirus test.

An online screening typically takes less than two minutes. The confidential, secure assessment complies with guidelines from the U.S. Centers for Disease Control and Prevention (CDC) and the World Health Organization (WHO). Based on your assessment results, you might be directed to contact your local health department or, in the worst-case scenario, call 911. Click here to read more.

Manatee

Manatee users can sign up for three months free. Photo via getmanatee.com

Denver-based Manatee was just announced to be selected for the 2020 TMCx cohort, and — while programming is beginning virtually — the startup will be enroute to Houston as soon as it's safe. Manatee focuses on providing connected, everyday therapy for kids.

In light of the effects of COVID-19 on both parents and children, Manatee has allowed users to register for three months free. Individuals can apply online.

Moleculin Biotech Inc.

Houston-based Moleculin, which works on oncology treatment, has filed a patent for its treatment to battle the coronavirus. Getty Images

Houston-based Moleculin Biotech Inc., a clinical stage pharmaceutical company that typically focuses on cancer treatment, announced that it has filed for a new patent for its use of one of its products to be used against the coronavirus and other potential viruses.

This patent application is for Moleculin's WP1122, and the company has entered into a partnership with a major Texas university to advance its research.

"We've actually been working on the antiviral potential of WP1122 for some time now," says Walter Klemp, Moleculin's chairman and CEO, in a news release, "but the rise of COVID-19 has obviously placed a new sense of urgency on what we are doing. We hope to be generating animal data on WP1122's antiviral potential in the near term."

Pulmotech Inc.

Pulmotect, a clinical-stage biotechnology company based in Houston, is testing a drug that could be useful in mitigating the threats of the coronavirus, which is currently been recognized as a global health emergency. Getty Images

Experiments conducted by clinical-stage, Houston-based biotechnology company Pulmotect Inc. show its PUL-042 inhaled drug has proven effective in protecting mice against two types of coronavirus: severe acute respiratory syndrome (SARS) and Middle East respiratory syndrome (MERS). Researchers performed those tests at the University of Texas Medical Branch at Galveston.

In the Galveston experiments, a single inhaled dose of PUL-042 protected lab mice from the SARS virus, and it greatly reduced the amount of virus in their lungs after the mice became infected with SARS or MERS.

"With the risks of virulent coronaviruses and other threats increasing, as shown by the recent outbreak in Wuhan that has already spread from China to other countries including the United States, Pulmotect is optimistic that its immune-stimulating technology could be useful in mitigating the threats of current and emerging pathogens and protecting vulnerable populations," says CEO Dr. Colin Broom in a news release. Click here to read more.

TMCx's 2020 cohort has been selected, and the program will begin virtually. Courtesy of TMCx

TMCx names 9 health tech startups to its 2020 cohort

X-CITING NEWS

Now, more than ever, is time to think about the future of health care. Lucky for the Texas Medical Center, they've been doing that for years with their accelerator program, TMCx, which has just announced its latest cohort of health tech startups.

After redesigning the program, TMCx has been reimagined to better connect the startups and technology to TMC's member institutions. New this year was a bootcamp, in which 19 companies were invited to the TMC Innovation Institute in February to engage in programming with the TMCx team and TMC members.

"Bootcamp went off without a hitch," says Lance Black, associate director of TMCx, on a recent episode of the Houston Innovators Podcast. "And the companies all got something meaningful out of it and we were actually very surprised with the reaction and response we got from our member institutions."

The goal of the bootcamp was to connect the 19 potential cohort members to the TMC community to see which companies the health care institutions gravitated toward for potential relationships, such as a pilot program, clinical trial, or a joint development opportunity, for instance, Black says on the episode.

Black says his team took into consideration all of the feedback and selected nine startups to be a part of the cohort. At this point, with the COVID-19-caused travel issues and closures, face-to-face interaction in the program has been postponed, but the accelerator will start of virtually.

"Out of respect for our hospitals and member institutions, we want to delay the physical presence of the companies in Houston," Black says in the episode. "But that doesn't mean we're not able to call or virtually meet with the companies. There's a lot of pre-work we can do in order to prep the companies appropriately so that when they do have meetings face to face, they can put their best foot forward."

Here are the nine startups selected to be a part of the TMCx 2020 cohort:

  • San Francisco-based Atlas Health — connecting patients with payment resources
  • San Francisco-based DeepScribe — autonomous medical scribe
  • Los Angeles-based Elly Health — live healthier through positivity
  • San Francisco-based Ferrum Health — reduce preventable medical errors
  • Toronto-based HelpWear — clinical grade wearable heart monitor
  • London-based Lantum — total workforce solution for healthcare
  • Denver-based Manatee — connected, everyday therapy for kids
  • Copenhagen-based Radiobotics — automate analysis of routine medical X-rays
  • Evanston, Illinois-based Rhaeos — wearable shunt monitor (Rhaeos previously won fourth place in the 2019 Rice Business Plan Competition.)
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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.”