Amerpon will use new funding from Samsung Ventures toward its global growth and next-generation product development. Photo via amperon.co
Amperon, a Houston-based AI-powered forecasting solutions company, has received an investment for an undisclosed amount from Samsung Ventures, the corporate venture arm of Samsung Group.
According to Amperon, the funding will be put toward the company's global growth and next-generation product development. Samsung Ventures invests in emerging businesses developing technologies for the AI, advanced devices and energy-related sectors.
“Samsung Ventures’ investment is a strong validation of our mission to transform the way energy is forecasted and traded,” Sean Kelly, CEO and co-founder of Amperon, said in a news release. “Samsung’s global footprint and leadership in semiconductors, data infrastructure, and AI acceleration make them a natural fit as we expand Amperon’s reach into energy-intensive sectors like data centers. Their track record of scaling next-generation technologies aligns perfectly with our vision to build a more intelligent, resilient, and data-driven energy system.”
Amperon was founded in 2018. Its AI models combine real-time weather, consumption and market data for energy retailers, utilities and independent power producers.
Last year, the company launched its weather-informed grid demand Mid-Term Forecast (MTF), which provides users with data on electricity demand up to seven months in advance. It also secured strategic investments from Acario, the corporate venture capital and innovation division of Tokyo Gas, as well as National Grid Partners, the venture investment and innovation arm of National Grid (NYSE: NGG).
After expanding into Europe in 2024, the company has continued to see international growth, and currently operates in the U.S., Canada, Mexico, Australia, Europe and the Middle East.
“Amperon has demonstrated strong technical capabilities and global traction in a rapidly evolving energy landscape,” a spokesperson for Samsung Ventures added in the release. “Their ability to forecast and model real-time energy data at global scale positions them as a key enabler of smarter energy systems and climate resilience. We are pleased to invest in a company developing technologies that support a more sustainable and digitized world.”
“Forecasting isn’t just about demand anymore—it’s about net demand, accounting for the variability of renewables like wind and solar.”
This insight from Sean Kelly, co-founder and CEO of Amperon, captures the seismic shift occurring in energy forecasting. With renewables surging, grid dynamics growing more complex, and demand more unpredictable than ever, the stakes have never been higher.
On a recent Energy Tech Startups Podcast, Kelly breaks down how Amperon’s AI-driven platform is transforming the way energy providers anticipate demand, mitigate risk, and embrace renewables. Named one of the Top 50 AI Companies in the U.S. by Andreessen Horowitz, Amperon is pushing the boundaries of what’s possible in energy technology.
Here’s a closer look at Kelly’s journey, the challenges he’s tackling, and the insights driving Amperon’s success.
What problem is Amperon solving?
Why does the energy sector need better forecasting now?
The energy grid is evolving at lightning speed. With 25 gigawatts of wind and 20 gigawatts of solar in Texas alone, the focus has shifted from simple demand forecasting to net demand forecasting. It’s not just about predicting how much electricity people will use—it’s about understanding how renewables will interact with that demand.
For example, if it’s a windy day in Texas, prices drop, and the grid behaves very differently. Accurate forecasting helps providers mitigate risk, plan ahead, and prevent costly errors in buying or selling electricity.
The Amperon approach: Why AI is essential
What sets Amperon’s technology apart?
Our models retrain every hour—not every month or even daily. Since launching in 2018, we’ve been continuously learning and adapting to the grid’s behavior. This is critical because the energy sector’s complexity is increasing every day.
We also leverage data from over 10 million meters across the U.S. and Europe, giving us unmatched insights into both individual assets and entire markets. Our tech isn’t about static solutions; it’s dynamic, evolving alongside the grid.
Building for scale: A strategic playbook
How has Amperon scaled from a Houston startup to a global player?
It starts with focus. We began with a clear problem: helping Texas retailers manage risk in a deregulated market. From there, we expanded into other customer segments—traders, public utilities, independent power producers, and more.
Partnerships have been key, too. For example, Microsoft has been instrumental in connecting us with utilities through the Azure marketplace. These collaborations not only enhance credibility but also streamline access to new customers.
The Case for Better AI in Energy
Kelly believes the energy industry is overdue for a technological overhaul. While legacy companies rely on outdated models, Amperon is built on cloud-native AI systems that can handle today’s complexity.
“The challenge isn’t just predicting demand—it’s adapting to constant change,” Kelly says. “Legacy systems weren’t built for this level of complexity. AI that learns every hour is no longer optional—it’s essential.”
Lessons for Entrepreneurs
Stay Customer-Centric: Amperon’s early success came from solving a clear, urgent need for Texas energy retailers. “Product-market fit is everything,” Kelly emphasizes.
Invest in Talent: By hiring data scientists from top companies like Google and Meta, Amperon has built a team capable of tackling the hardest problems.
Leverage Partnerships: Collaborations with players like Microsoft have amplified Amperon’s reach and trust in the market.
What’s next for Amperon?
With over $30 million raised and a rapidly growing global presence, Amperon is doubling down on innovation. The company plans to expand its asset-level forecasting capabilities and deepen its presence in international markets.
“The energy transition is running through Houston,” Kelly says. “This city has the talent, the capital, and the expertise to lead the way.”
Listen to the full episode with Sean Kelly on the Energy Tech Startups Podcast
here.
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Energy Tech Startups Podcast is hosted by Jason Ethier and Nada Ahmed. It delves into Houston's pivotal role in the energy transition, spotlighting entrepreneurs and industry leaders shaping a low-carbon future.
Amperon CEO Sean Kelly says that in a month, his company's tech will be live in 25 countries. Photo via LinkedIn
Sean Kelly says he didn't seek to start a clean tech company. He saw a need and opportunity for more accurate energy forecasting, and he built it.
But Amperon has made it on lists highlighting energy transition innovation on more than one occasion — and caught the eye of renewable energy giants.
"We don't brand ourselves as a clean tech company," Kelly, CEO and co-founder of Amperon, says on the Houston Innovators Podcast, "but we have four of the top six or eight wind providers who have all invested in Amperon. So, there's something there."
The technology that Amperon provides its customers — a comprehensive, AI-backed data analytics platform — is majorly key to the energy industry and the transition of the sector.
Amperon, which originally founded in 2018 before relocating to Houston a couple of years ago, is providing technology that helps customers move toward a lower carbon future.
"If you look at our customer base, Amperon is the heart of the energy transition. And Houston is the heart of the energy transition," he says.
Recently closing the company's $20 million series B round last fall led by Energize Capital, Amperon has tripled its team in the past 14 months.
With his growing team, Kelly also speaks to the importance of partnerships as the company scales. Earlier this month, Amperon announced that it is replatforming its AI-powered energy analytics technology onto Microsoft Azure. The partnership with the tech giant allows Amperon's energy sector clients to use Microsoft's analytics stack with Amperon data.
And there are more collaborations where that comes from.
"For Amperon, 2024 is the year of partnerships," Kelly says on the podcast. "I think you'll see partnership announcements here in the next couple of quarters."
Along with more partners, Amperon is entering an era of expansion, specifically in Europe, which Kelly says has taken place at a fast pace.
"Amperon will be live in a month in 25 countries," he says.
Fervo Energy’s flagship project in Utah just generated its first geothermal power.
The electricity is now flowing to the power grid from one of Cape Station’s three generation units, Houston-based Fervo said in a news release. This represents an early but important milestone for the project, as the unit isn’t scheduled to deliver contracted power until Oct. 1.
The achievement, coming four months after Fervo’s roughly $2.2 billion IPO, demonstrates the viability of enhanced geothermal systems (EGS).
“This is a gamechanger for the geothermal industry. It establishes EGS as the defining new power generation technology of our time, and we believe it shows that the commercial and technical maturity of EGS is ready to meet the urgent need for reliable, clean power,” Tim Latimer, co-founder and CEO of Fervo, said in the release.
The plant’s two other units are scheduled to launch commercial operations on Jan. 1.
The three units make up the project’s 99-megawatt first phase. The next phase, which will add 400 megawatts of capacity, is under construction. The second phase is set to go online in 2028.
Altogether, Cape Station will provide more than 4 gigawatts of capacity, with 900 megawatts already spoken for. The 900 megawatts of contracted electricity would be enough to power nearly 1 million U.S. homes per year.
“Cape Station works because we treated the subsurface like an engineering challenge,” Jack Norbeck, co-founder and chief technology officer of Fervo, added in the release. “Years of drilling, completion design, subsurface modeling, and flow testing led to this moment, and this is the validation that matters most.”
Enhanced geothermal continuously draws on heat that’s deep underground, producing electricity around the clock regardless of weather or time of day. That makes it one of the only carbon-free resources capable of constant power delivery, which is critical for data centers and AI infrastructure.
While hundreds of thousands descend on New York for Climate Week, Houston offered a different proposition: come where the work is being built. And last week Houston proved that it’s solving for more energy and fewer emissions; reliability and affordability; speed and durability. We are solving for the “&.”
That equation sharpened last week. On Sept. 14, the Environmental Protection Agency announced it had repealed most 2024 federal carbon-pollution standards for power plants and proposed rescinding remaining greenhouse-gas requirements. Policy matters, but it can pivot. The need to build does not.
HECW is a proving ground, not another conference stop. As I wrote in the Houston Chronicle, Mayor Sylvester Turner planted the seed by insisting we bring people together across the city and industry to drive Houston’s energy future. He knew false choices have no place here: oil and gas and clean technology; prosperity and stewardship; industry and lower emissions.
ECW joined the Climate Week Network this year, connecting Houston to a growing community of more than 500,000 people across 22-plus cities. We now have a seat at the global table—and a responsibility to use it well, building with other cities and the wider clean-energy-solutions world rather than merely talking at them.
The capital is already moving. Since 2017, Houston Energy Transition Initiative member companies have invested more than $95 billion in low-carbon infrastructure, technologies, and research and development. This is where the transition is financed, engineered, tested and operated. But the work requires more than capital. It requires capital allocators who understand the difference between a promising idea and a project that can scale, hire and endure.
Last week was Houston’s show and tell. At ARTECHOUSE, The &Bassador Reception & Awards brought art, technology, culture, philanthropy and energy together. Then the week went beyond downtown.
Sugar Land Town Square became the launchpad for the Metro Innovation Tour & Market: a place for an ecosystem conversation about smart cities, clean energy, equitable access and next-generation mobility before participants boarded three tour routes across greater Houston. It was also the starting point for the Bay City South Innovation Tour to Erthos Project Bravo in Matagorda County, where small groups saw Earth Mount solar modules being installed in real time. The conversation did not end at a panel. It went to the project site.
The HTX Tech Tours included a visit to the Erthos Project Bravo in Matagorda County. Photo courtesy
Approximately 100 startups from around the world pitched at Rice Alliance, Greentown Labs and Halliburton Labs events. At Astros Night at Daikin Park, builders, backers, and believers traded conference rooms for the diamond, creating an experience, not just another event. That is how this work becomes civic fabric.
Activation also means making the energy story felt, not merely explained. AY Young brought the Battery Tour for live performances. It was a reminder that the “Power of &” is not confined to a boardroom or a laboratory. Art and technology, culture and commerce, a new generation and established industry can share the same stage—and help more people see themselves in the work ahead.
Perhaps no activation made the “Power of &” more immediate and real than the Houston, We Have Solutions open mic night. At Creatopia’s Innovation Studio, people took the mic—or simply listened—to share what they were building, the problem they could not stop thinking about, and the connection they hoped to make. It put founders, artists, community builders, researchers and future-makers in one room. That is collaboration in real time: different kinds of expertise meeting before anyone knows exactly what the solution will be.
FOX26 helped carry that story beyond the rooms we convened, hosting Erthos COO Jessica Knight, Mars Materials co-founder Aaron Fitzgerald, and investors Taylor Chapman and Juliana Garaizar to discuss building and backing the future in Houston. Our region should be proud—not as self-congratulation, but because the world is beginning to experience energy and climate solutions firsthand.
This was also a week to give back. Allies in Energy awarded $27,500 to nine organizations advancing energy and climate literacy, civil dialogue, workforce pathways and community action. NRG Energy’s Brighter Communities provided a founding gift to expand the week and fund local grants. It took partners, hosts, sponsors, volunteers, funders and community organizations. That is the “Power of &”: collaboration that leaves a stronger community behind.
The “Power of &” cannot stop at Houston’s city limits. Louisiana’s participation—through its support of the Digital Delta Symposium & Expo—made clear that Houston’s builder ecosystem is regional by necessity. Gulf Coast infrastructure, supply chains, talent, and industrial decisions do not recognize state lines. Neither should our collaboration. If we are serious about building more energy with fewer emissions, we must align capital, resources and opportunity across the entire Gulf Coast.
That same commitment to practical collaboration means listening, learning and adjusting. A builder’s mindset does not protect a plan simply because it came first; it improves the conditions for the work to succeed. That is why Houston Energy and Climate Week will move to April 4–10, 2027—better weather, more time and space for connection, and a stronger city-wide experience for the people building what comes next.
But the real test begins now. Can we keep widening the circle? Can we continue to turn research into projects, pilots into infrastructure, capital into good jobs and climate ambition into results that families and communities can see? Can we make every new solution stronger by bringing in the people who must finance it, build it, operate it, live beside it and benefit from it?
That is the work ahead. Turner understood that Houston does not move forward by asking who wins the argument. It moves forward by asking who is ready to solve the problem. His legacy—and the promise of the “&”—is an invitation to choose collaboration over division, action over performance and possibility over false choices.
The future does not need another city to talk about it. It needs Houston to keep building it. And it will only be built if we keep choosing the "&."
Responding to public outcry, Gov. Greg Abbott has stepped up his campaign against data centers by temporarily halting approval of environmental permits for data center projects.
This and previous moves by Abbott essentially amount to a temporary freeze on the development of new data centers in Texas. His actions come at a time when Texas’ stature as a data center hub has been soaring.
On Monday, Abbott directed the Texas Commission on Environmental Quality to stop issuing permits for data center developments until the Electric Reliability Council of Texas (ERCOT) and Public Utility Commission of Texas complete their review of projects seeking power grid connections.
With regulatory reviews underway and environmental permitting now frozen, state regulators currently cannot approve or deny requests from data center developers, Abbott said.
In a letter to the environmental quality commission’s executive director, Kelly Keel, Abbott said this directive is “consistent with my whole-of-government approach to ensure Texans’ natural resources and way of life are protected.”
Abbott previously ordered the Texas Water Development Board to require data centers to meet reporting requirements for water use. He also told the board to impose penalties for failure to comply with those requirements and to collaborate with ERCOT on its review.
Abbott launched his crackdown on data centers in August by ordering the Public Utility Commission and ERCOT to review data center projects in Texas. The audits will examine all data centers in the queue for interconnections before any more projects can move forward. Interconnections enable data centers to share power, data and computing resources.
In calling for those audits, Abbott cited concerns over data centers’ use of water and electricity, and the centers’ effect on infrastructure expenses and consumers’ utility rates.
“Simply put, Texans must come first,” the governor said.
During next year’s legislation session, Abbott will push for the elimination of state financial incentives for data center projects.
Ed Hirs, an energy fellow at the University of Houston, told Reuters that Abbott was backtracking on “his earlier pronouncements about data centers leading to lower electricity prices.”
Abbott’s actions come amid growing public backlash over data centers. A recent University of Houston survey found that nearly 63 percent of Houston-area residents opposed construction of a data center within a mile of their home.
The HTX Tech Tours included a visit to the Erthos Project Bravo in Matagorda County. Photo courtesy