With the collaboration, joint customers can seamlessly integrate accurate energy forecasts into power market trading. Photo via amperon.co

In an effort to consolidate and improve energy data and forecasting, a Houston software company has expanded to a new platform.

Amperon announced that it has expanded its AI-powered energy forecasts to Snowflake Marketplace, an AI data cloud company. With the collaboration, joint customers can seamlessly integrate accurate energy forecasts into power market trading. The technology that Amperon provides its customers — a comprehensive, AI-backed data analytics platform — is key to the energy industry and the transition of the sector.

“As Amperon continues to modernize energy data and AI infrastructure, we’re excited to partner with Snowflake to bring the most accurate energy forecasts into a single data experience that spans multiple clouds and geographies," Alex Robart, chief revenue officer at Amperon, says in a news release. "By doing so, we’re bringing energy forecasts to where they will be accessible to more energy companies looking to increase performance and reliability."

Together, the combined technology can move the needle on enhanced accuracy in forecasting that strengthens grid reliability, manages monetary risk, and advances decarbonization.

“This partnership signifies Amperon’s commitment to deliver world-class data-driven energy management solutions," Titiaan Palazzi, head of power and Utilities at Snowflake, adds. "Together, we are helping organizations to easily and securely access the necessary insights to manage risk and maximize profitability in the energy transition."

With Amperon's integrated short-term demand and renewables forecasts, Snowflake users can optimize power markets trading activity and manage load risk.

"Amperon on Snowflake enables us to easily integrate our different data streams into a single unified view," Jack Wang, senior power trader and head of US Power Analysis at Axpo, says. "We value having complete access and control over our analytics and visualization tools. Snowflake allows us to quickly track and analyze the evolution of every forecast Amperon generates, which ultimately leads to better insights into our trading strategy."

Amperon, which recently expanded operations to Europe, closed a $20 million series B round last fall led by Energize Capital and tripled its team in the past year and a half.

In March, Amperon announced that it replatformed its AI-powered energy analytics technology onto Microsoft Azure.

Learn more about the company on the Houston Innovators Podcast episode with Sean Kelly, co-founder and CEO of Amperon.

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This article originally ran on EnergyCapital.

Alex Robart, Lindsay Huelse, and Joel Cowley are this week's Houston innovators to know. Courtesy photos

3 Houston innovators to know this week

who's who

This week's roundup of Houston innovators couldn't be more varied. Among the movers and shakers in tech in Houston are a serial energy tech entrepreneur, a fitness leader taking her empire mobile, and the leader of a decades old organization looking for the technology of the future.

Alex Robart, CEO of Ambyint

Photo courtesy of Ambyint

Alex Robart was on the lookout for a new tech startup to get involved with when he found Canada-based Ambyint a few years ago. He saw the potential of the artificial intelligence software had on optimizing oil and gas rigs. Now, he's lead the company as CEO and recently oversaw the startup's $15 million series B round.

"We're seeing our customers spend a little more time understanding AI," Robart says on this week's episode of the Houston Innovators Podcast. "More and more boards of mid-sized [exploration and production companies] are challenging their executive teams to do something with AI."

Click here to read more and to listen to the episode.

Lindsay Huelse, founder of The FITT Cycle

Photo courtesy of The FITT Cycle

Houstonian Lindsay Huelse has created a all-in-one approach to fitness and health within her new mobile app, The FITT Cycle , which incorporates fitness routines, nutrition plans, accountability, community, and entrepreneurship.

"Historically, fitness apps are great for memberships," Huelse tells CultureMap. "I wanted to create a platform for returning clients where they could have stability and ditch the diets."

Since its launch in December 2019, Huelse says she has seen a membership growth of almost 2,000 percent, noting that there is no other app with The FITT Cycle's features. She calls it a hybrid of My Fitness Pal, the Peloton App, Facebook communities, and more.

Click here to read more about Huelse and her app.

Joel Cowley, CEO of the Houston Livestock Show and Rodeo

Image via rodeohouston.com

Joel Cowley, CEO of the Houston Livestock Show and Rodeo, speaks very candidly about the rodeo's future technology upgrades. He realizes that there are rodeo goers who won't appreciate the digitization of tickets, carnival passes, etc. or the temporary inconvenience the transition might bring. But he also knows it's necessary and will be worth it to patrons.

"Anytime you do something new, you have to be on guard," Cowley tells InnovationMap. "You have to make sure you are stacked up on capacity — whether that be personnel, scanners, server capacity — because if you're not, it could create a situation from that."

Click here to read more about new tech coming to the rodeo.

Alex Robart, CEO of Ambyint, joins the Houston Innovators Podcast to discuss his plans to grow his company. Photo courtesy of Ambyint

Houston energy tech entrepreneur plans for growth following $15M series B raise

HOUSTON INNOVATORS PODCAST EPISODE 19

After years of having to educate potential customers about the game-changing technology that artificial intelligence can be, Alex Robart, CEO of Ambyint, says it's a different story nowadays.

"We're seeing our customers spend a little more time understanding AI," Robart says on this week's episode of the Houston Innovators Podcast. "More and more boards of mid-sized [exploration and production companies] are challenging their executive teams to do something with AI."

Ambyint, a Calgary-based energy tech startup with its sales and executive teams based in Houston, uses AI to optimize well operations — Robart describes it as a Nest thermostat but for oil rigs. On average, 80 percent of wells aren't optimized — they are either running too fast and not getting enough out of the ground or running too slow and wasting energy, Robart says.

Recently, Ambyint closed its series B investment round at $15 million led by Houston-based Cottonwood Venture Partners led the round with contribution from Houston-based Mercury Fund. Robart says these funds will go to growing their technology to work on a greater variety of wells as well as hire people in both the Canada and Houston offices.

Robart runs Ambyint with his twin brother Chris, who serves as president of the company. The pair have long careers as serial entrepreneurs and even run an energy tech investment company, called Unconventional Capital. Between the two shared companies, the brothers have their own niches.

"We've been really thoughtful about ensuring that we take on different portfolios — we don't really own things jointly. That's been really helpful for us to carve out our own spheres that we own," Robart says."Chris has really become our lead customer-facing person on all things new products."


Ambyint, which has offices in Calgary and Houston, has secured funding from Houston venture capital firms. Getty Images

AI-powered oil and gas startup secures $15 million from Houston VC firms in its series B

Money moves

It's payday for Ambyint. The Canadian startup, which has an office in Houston, has closed its $15 million series B funding round with support from local investors.

Houston-based Cottonwood Venture Partners led the round, and Houston-based Mercury Fund also contributed — as did Ambyint's management team, according to a news release. The money will be used to grow both its Houston and Calgary, Alberta, offices and expand its suite of software solutions for wells and artificial lift systems.

"This funding round is an important milestone for Ambyint, and we're pleased to benefit from unwavering support among our investors to boost Ambyint to its next phase of growth," says Alex Robart, CEO of Ambyint, in the news release. "It is also a proof point for our approach of combining advanced physics and artificial intelligence, deployed on a scalable software infrastructure, to deliver 10 to 20 percent margin gains in a market where meaningful improvements have been hard to achieve."

Ambyint's technology pairs artificial intelligence with advanced physics and subject matter expertise to automate processes on across all well types and artificial lift systems.

Photo via ambyint.com

"Our physics-grounded approach to AI is the difference maker and explains our strong growth in the market as well as our expanding list of marquee customers," says Ryan Benoit, chief technology officer of Ambyint in the release.

The company has mid- to large-sized operators, including Norway-based Equinor and Calgary-based Husky among their customers. According to the release, Ambyint has deployed solutions in every major North American basin.

"Improving margin on producing wells is more important than ever for operators," says Ryan Gurney, managing partner at Cottonwood Venture Partners, in the release. "Ambyint has delivered significant financial benefits for its customers with the application of advanced physics and artificial intelligence, over and above traditional approaches to production optimization. We're excited to see them expand further in the market with solutions that span the entire lifecycle of the well."

According to Ambyint's website, the software promises the ability to increase production levels by 5 percent and lower operating costs by 10 percent.

"Producers flourish — even in a down market — when they understand how exploiting their data effectively can increase productivity and reduce costs," says Adrian Fortino, managing director at Mercury Fund, in the release. "Ambyint turns data into higher yield, more efficient oil and gas production with proven optimization technologies. We're excited to continue our partnership with such a great company and investor syndicate."

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Houston team uses CPRIT funding to develop nanodrug for cancer immunotherapy

cancer research

With a relative five-year survival rate of 50 percent, pancreatic cancer is a diagnosis nobody wants. At 60 percent, the prognosis for lung cancer isn’t much rosier. That’s because both cancers contain regulatory B cells (Bregs), which block the body’s natural immunity, making it harder to fight the enemies within.

Newly popular immunotherapies in a category known as STING agonists may stimulate natural cancer defenses. However, they can also increase Bregs while simultaneously causing significant side effects. But Wei Gao, assistant professor of pharmacology at the University of Houston College of Pharmacy, may have a solution to that conundrum.

Gao and her team have developed Nano-273, a dual-function drug, packaged in an albumin-based particle, that boosts the immune system to help it better fight pancreatic and lung cancers. Gao’s lab recently received a $900,000 grant from the Cancer Prevention and Research Institute of Texas (CPRIT) to aid in fueling her research into the nanodrug.

“Nano-273 both activates STING and blocks PI3Kγ—a pathway that drives Breg expansion, while albumin nanoparticles help deliver the drug directly to immune cells, reducing unwanted side effects,” Gao said in a press release. “This approach reduces harmful Bregs while boosting immune cells that attack cancer, leading to stronger and more targeted anti-tumor responses.”

In studies using models of both pancreatic and lung cancers, Nano-273 has shown great promise with low toxicity. Its best results thus far have involved using the drug in combination with immunotherapy or chemotherapy.

With the CPRIT funds, Gao and her team will be able to charge closer to clinical use with a series of important steps. Those include continuing to test Nano-273 alongside other drugs, including immune checkpoint inhibitors. Safety studies will follow, but with future patients in mind, Gao will also work toward improving her drug’s production, making sure that it’s safe and high-quality every time, so that it is eventually ready for trials.

Gao added: “If successful, this project could lead to a new type of immunotherapy that offers lasting tumor control and improved survival for patients with pancreatic and lung cancers, two diseases that urgently need better treatments."

Houston booms as No. 2 U.S. metro for new home construction

Construction Boom

Driven by population growth, more residential rooftops are popping up across Houston and the rest of Texas than anywhere else in America.

Using data from the U.S. Census Bureau and Zillow, Construction Coverage found 65,747 new residential units were authorized in greater Houston in 2024. That figure landed Houston in second place among major metro areas for the total number of housing permits, including those for single-family homes, apartments, and condos.

Just ahead of Houston was the Dallas-Fort Worth Metroplex, which took first place with 71,788 residential permits approved in 2024. In third place was the country’s largest metro, New York City (57,929 permits).Elsewhere in Texas, the Austin metro ranked sixth (32,294 permits), and the San Antonio metro ranked 20th (14,857 permits).

Construction Coverage also sorted major metro areas based on the number of new housing units authorized per 1,000 existing homes in 2024. Raleigh, North Carolina, held the No. 1 spot (28.8 permits per 1,000 existing homes), followed by Austin at No. 2 (28.6), DFW at No. 3 (22.2), Houston at No. 4 (21.6), and San Antonio at No. 13 (13.6).

A Newsweek analysis of Census Bureau data shows building permits for 225,756 new residential units were approved in 2024 in Texas — a trend fueled largely by activity in DFW, Houston, Austin, and San Antonio. That put Texas atop the list of states building the most residential units for the year.

Through the first eight months of last year, 145,901 permits for new residential units were approved in Texas, according to Census Bureau data. That’s nearly 80,000 permits shy of the 2024 total.

Among the states, Construction Coverage ranks Texas sixth for the number of residential building permits approved in 2024 per 1,000 existing homes (17.9).

Extra housing is being built in Texas to meet demand spurred by population growth. From April 2020 to July 2024, the state’s population increased 7.3 percent, the Census Bureau says.

While builders are busy constructing new housing in Texas, they’re not necessarily profiting a lot from homebuilding activity.

“Market conditions remain challenging, with two-thirds of builders reporting they are offering incentives to move buyers off the fence,” North Carolina homebuilder Buddy Hughes, chairman of the National Association of Home Builders, said in a December news release. “Meanwhile, builders are contending with rising material and labor prices, as tariffs are having serious repercussions on construction costs.”

5+ must-know application deadlines for Houston innovators

apply now

Editor's note: As 2026 ramps up, the Houston innovation scene is looking for the latest groups of innovative startups that'll make an impact. A number of accelerators and competitions have opened applications. Read below to see which might be a good fit for you or your venture. And take careful note of the deadlines. Please note: this article may be updated to include additional information and programs.

Did we miss an accelerator or competition accepting applications? Email innoeditor@innovationmap.com for editorial consideration.

2026 HCC Business Plan Competition

Deadline: Jan. 26

Details: HCC’s annual Business Plan Competition (BPC) is an opportunity for proposed, startup and existing entrepreneurs to develop focused plans to start or grow their businesses. Accepted teams will be announced and training will begin in late February and run through early June, with six free, three-hour training sessions. Advising will be provided to each accepted team. Applicants can apply as a team of up to five persons. Finalists will present to to gudges on May 27, 2026. Last year, $26,000 was awarded in seed money to the top five teams. In-kind prizes were also awarded to all graduating teams including free products, services and memberships, with an estimated in-kind value totaling $147,000. Find more information here.

University of Houston Technology Bridge Innov8 Hub (Spring 2026)

Deadline: Jan . 30

Details: UHTB Innov8 Hub’s immersive, 12-week startup acceleration program designed to help early-stage founders launch and scale their technology startups. Selected participants will gain access to expert mentors and advisors, collaborate with a cohort of peers, and compete for cash prizes during our final pitch event. The cohort begins Feb. 16, 2026. The program culminates in Pitch Day, where participants present their ventures to an audience of investors and partners from across the UH innovation ecosystem. Find more information here.

Rice Business Plan Competition 2026

Deadline: Jan. 31

Details: The Rice Business Plan Competition, hosted by the Rice Alliance for Technology and Entrepreneurship, gives collegiate entrepreneurs real-world experience to pitch their startups, enhance their business strategy and learn what it takes to launch a successful company. Forty-two teams will compete for more than $1 million in cash, investments and prizes on April 9-11, 2026. Find more information here.

Rice Veterans Business Battle 2026

Deadline: Jan. 31

Details: The Rice Veterans Business Battle is one of the nation’s largest pitch competitions for veteran-led startups, providing founders with mentorship, exposure to investors and the opportunity to compete for non-dilutive cash prizes. The event has led to more than $10 million of investments since it began in 2015. Teams will compete April 8-9, 2026. Find more information here.

TEX-E Fellows Application 2026-2027

Deadline: Feb. 10

Details: The TEX‑E Fellowship is a hands-on program designed for students interested in energy, climate, and entrepreneurship across Texas. It connects participants with industry mentors, startup founders, investors and academic leaders while providing practical, "real-world" experience in customer discovery, business modeling, and energy-transition innovation. Fellows gain access to workshops, real-world projects, and a statewide network shaping the future of energy and climate solutions. Participants must be a student at PVAMU, UH, UT Austin, Rice University, MIT or Texas A&M. Find more information here.

2026 Energy Venture Day & Pitch Competition

Deadline: Feb. 13

Details: The Rice Alliance, the Houston Energy Transition Initiative (HETI) and TEX-E will present the annual Energy Venture Day and Pitch Competition during CERAWeek on March 24-25, 2026. Energy Venture Day features two days of presentations by energy tech ventures driving efficiency and advancements toward the energy transition. On March 24, the Pitch Preview at the Ion will feature over 50 companies presenting in front of Rice Alliance's robust network of investors and industry partners. On March 25, the Energy Venture Day and Pitch Competition during CERAWeek will showcase 36 ventures at the George R Brown Convention Center. The pitch competition is divided up into the TEX-E university track, in which Texas student-led energy startups compete for $50,000 in cash prizes, and the industry ventures track. The industry track is subdivided into three additional tracks, spanning materials to clean energy. The top three companies from each industry track will be named. The winner of the CERAWeek competition will also have the chance to advance and compete for the $1 million investment prize at the Startup World Cup. Find more information here.

Greentown Go Make 2026

Deadline: March 10

Details: Greentown Go Make 2026 is an open-innovation program with Shell and Technip Energies. The six-month program is advancing industrial decarbonization by accelerating catalytic innovations. Selected startups will gain access to a structured platform to engage leadership from Shell and Technip Energies and explore potential partnership outcomes, including pilots and demonstrations. They’ll also receive networking opportunities, partnership-focused programming, and marketing visibility throughout the program. The cohort will be selected in May. Find more information here.