Experts: To power an energy revolution, a financing evolution is needed

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Investors in Houston and across Texas are proving to be transformational partners to finance and grow energy hardware startups. Photo via Getty Images

Texas is a national leader in wind and solar, generating more energy in these categories than any other state since 2006 and double that of next placed California. As investment in renewable energy continues to skyrocket, the limitations of the 19th-century grid prevent the industry from realizing the benefits of this 21st-century technology.

For years, Texas has grappled with insufficient infrastructure for its current mix of energy sources, which includes surging renewables. The Alternating Current (AC) grid — the standard since the 1800s — requires matching supply and demand in real-time to maintain a stable frequency, which is complex and costly, especially with renewable energy when the sun doesn’t always shine and the wind doesn’t always blow.

Startup firms are busy developing technologies to solve this issue. For example, it’s possible to modernize the AC grid to control the voltage of the distribution network precisely, to ensure fast adjustments to demand, and to adapt to changes in supply from renewables. Enoda, a U.K.-based scale-up, is an example of an innovative company developing and delivering technology to enable the AC grid to accommodate much higher levels of renewable energy and electrification.

Equally important to these technical innovations are innovations in financing for energy startups. On two levels, investors in Houston and across Texas are proving to be transformational partners to finance and grow energy hardware startups.

1. Innovative Funding Structures

Because of the long timelines, hardware investing requires, in part, more patient capital than the typical Silicon Valley venture capital model prevalent in startup investments. Their playbook is best suited for software companies that develop new features in weeks or months. Energy hardware startups require a longer timeline because of the far greater complexity and upfront capital outlay.

Texas investment firms and family offices are, however, accustomed to investing in complex energy projects with longer development timelines. This complexity presents a high barrier to entry for competitors, which significantly increases the upside potential that risk-capital investors seek should the innovation find market traction. At the same time, up-front capital requirements have decreased considerably, making hardware more appealing to investors.

2. Visionary partnership

Attracting investors and demonstrating early-stage traction differs for hardware companies because of the lengthy pre-revenue R&D process. Software innovators can launch with a minimum viable product, gain a few early customers, and then grow incrementally. By contrast, energy hardware technology must be fully developed from launch. Each Enoda PRIME exchanger, from the first unit sold, represents a piece of critical infrastructure on which households will rely for their electricity supply for its 30-year lifespan. For venture investors who focus on software, it’s easy to assess the health of a software company based on well-established metrics related to customer growth and the cost of customer acquisition.

Hardware investing requires investors to have a much deeper understanding of the problem being solved and assess the quality of the solution objectively rather than rely on early customers for a minimum viable product. Texas investors have been quick to understand the problems that the energy industry must solve around energy balancing and keeping the frequency of a system stable in order to grow renewable energy. Why the keen insight? Because that problem is being solved today by gas power plants. A visionary investor with many years of deep industry perspective is far more likely to appreciate that than a VC firm looking across many industries based on a standard set of metrics.

Visionary partnership is precisely what energy startups need because it’s important not to evaluate the company as it is today but what it will be in five years. Hardware startups need visionary investor partners who understand the importance of parallel pathing fundamental innovation, product development and delivery, and customer development to grow and succeed. Hardware startups succeed only when they can do these things simultaneously—and require investors who can imagine a possible future and understand the path to reach it.

Changing the way investment works

Many energy startups are worthy inheritors of Houston’s bold entrepreneurial spirit that led to technological innovations like deep-sea drilling and hydraulic fracturing. They will continue to need equally bold investors who recognize the world of opportunities at their doorstep.

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Paul Domjan is the founder and chief policy and global affairs officer at Enoda. Derek Jones and Paul Morico are partners at Baker Botts.

Texas gets a gold star when it comes to projected wind power capacity. Photo via Getty Images

Texas ranks among the leading states for projected wind power capacity

We're No. 1

A new report ranks Texas in the top three states that are blowing away nationwide wind power capacity projections.

Texas, Wyoming, and Iowa are standing out in terms of wind power capacity, according to a report from Texas Real Estate Source, a Texas real estate, travel, and lifestyle website, that analyzed all 50 states and ranked them by total projected capacity, capacity per capita, and capacity per square mile.

Nationwide wind power capacity is projected to grow exponentially in the coming years, with Texas, Wyoming, and Iowa leading the charge. With 44,974 megawatts of projected wind power capacity, Texas leads the country in terms of volume. Wyoming, meanwhile, leads the nation in projected wind power capacity per capita with 6,679 MW serving a population of 581,381, and Iowa takes first place in projected wind power capacity per square mile.

"As renewable energy continues to command center-stage attention and massive financial investment, wind power has proven to be an indispensable tool in the clean energy toolbox," reads the report.

In its top spot, Texas' projected wind power capacity is more than triple the capacity of second place, Oklahoma, but the Lone Star State falls to ninth place in the ranking of capacity per capita with 1.5 kilowatts.

“It’s no surprise to see Texas significantly outpacing the nation in installed and projected wind power capacity," says a spokesperson from Texas Real Estate Source. "The combination of boundless land, favorable wind patterns, and highly-respected research institutions has made it the perfect place for wind power adoption. It’s revealing, however, to see the per capita and per square mile rankings: they give us a more complete picture of which states are at the forefront of wind power development.”

A few other states to take note of in the report are California and Arkansas. California ranks No. 7 when it comes to total projected wind power capacity but only is No. 24 in the per capita ranking. And, considering the state has only 104 MW currently under construction, California doesn't seem to be keeping up with its population.

Arkansas, meanwhile, has 180 MW currently under construction — previously having a projected zero MW of wind power capacity. Once this is done, Arkansas will outperform 17 other states.

When it comes to wind power jobs, the Lone Star State is making some moves on that front too, according to another report. The SmartAsset study found that 2.23 percent of workers in the Houston area hold down jobs classified as “green.” Per the Department of Energy, Texas tallied almost 25,500 wind energy jobs in 2021.

Energy sources are often categorized as renewable or not, but perhaps a more accurate classification focuses on the type of reaction that converts energy into useful matter. Photo by simpson33/Getty Images

How is energy produced?

ENERGY 101

Many think of the Energy Industry as a dichotomy–old vs. new, renewable vs. nonrenewable, good vs. bad. But like most things, energy comes from an array of sources, and each kind has its own unique benefits and challenges. Understanding the multi-faceted identity of currently available energy sources creates an environment in which new ideas for cleaner and more sustainable energy sourcing can proliferate.

At a high level, energy can be broadly categorized by the process of extracting and converting it into a useful form.

Energy Produced from Chemical Reaction

Energy derived from coal, crude oil, natural gas, and biomass is primarily produced as a result of bonds breaking during a chemical reaction. When heated, burned, or fermented, organic matter releases energy, which is converted into mechanical or electrical energy.

These sources can be stored, distributed, and shared relatively easily and do not have to be converted immediately for power consumption. However, the resulting chemical reaction produces environmentally harmful waste products.

Though the processes to extract these organic sources of energy have been refined for many years to achieve reliable and cheap energy, they can be risky and are perceived as invasive to mother nature.

According to the 2022 bp Statistical Review of World Energy, approximately 50% of the world’s energy consumption comes from petroleum and natural gas; another 25% from coal. Though there was a small decline in demand for oil from 2019 to 2021, the overall demand for fossil fuels remained unchanged during the same time frame, mostly due to the increase in natural gas and coal consumption.

Energy Produced from Mechanical Reaction

Energy captured from the earth’s heat or the movement of wind and water results from the mechanical processes enabled by the turning of turbines in source-rich environments. These turbines spin to produce electricity inside a generator.

Solar energy does not require the use of a generator but produces electricity due to the release of electrons from the semiconducting materials found on a solar panel. The electricity produced by geothermal, wind, solar, and hydropower is then converted from direct current to alternating current electricity.

Electricity is most useful for immediate consumption, as storage requires the use of batteries–a process that turns electrical energy into chemical energy that can then be accessed in much the same way that coal, crude oil, natural gas, and biomass produce energy.

Energy Produced from a Combination of Reactions

Hydrogen energy comes from a unique blend of both electrical and chemical energy processes. Despite hydrogen being the most abundant element on earth, it is rarely found on its own, requiring a two-step process to extract and convert energy into a usable form. Hydrogen is primarily produced as a by-product of fossil fuels, with its own set of emissions challenges related to separating the hydrogen from the hydrocarbons.

Many use electrolysis to separate hydrogen from other elements before performing a chemical reaction to create electrical energy inside of a contained fuel cell. The electrolysis process is certainly a more environmentally-friendly solution, but there are still great risks with hydrogen energy–it is highly flammable, and its general energy output is less than that of other electricity-generating methods.

Energy Produced from Nuclear Reaction

Finally, energy originating from the splitting of an atom’s nucleus, mostly through nuclear fission, is yet another way to produce energy. A large volume of heat is released when an atom is bombarded by neutrons in a nuclear power plant, which is then converted to electrical energy.

This process also produces a particularly sensitive by-product known as radiation, and with it, radioactive waste. The proper handling of radiation and radioactive waste is of utmost concern, as its effects can be incredibly damaging to the environment surrounding a nuclear power plant.

Nuclear fission produces minimal carbon, so nuclear energy is oft considered environmentally safe–as long as strict protocols are followed to ensure proper storage and disposal of radiation and radioactive waste.

Nuclear to Mechanical to Chemical?

Interestingly enough, the Earth’s heat comes from the decay of radioactive materials in the Earth’s core, loosely linking nuclear power production back to geothermal energy production.

It’s also clear the conversion of energy into electricity is the cleanest option for the environment, yet adequate infrastructure remains limited in supply and accessibility. If not consumed immediately as electricity, energy is thus converted into a chemical form for the convenience of storage and distribution it provides.

Perhaps the expertise and talent of Houstonians serving the flourishing academic and industrial sectors of energy development will soon resolve many of our current energy challenges by exploring further the circular dynamic of the energy environment. Be sure to check out our Events Page to find the networking event that best serves your interest in the Energy Transition.

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Lindsey Ferrell is a contributing writer to EnergyCapitalHTX and founder of Guerrella & Co.

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How Planckton Data is building the sustainability label every industry will need

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There’s a reason “carbon footprint” became a buzzword. It sounds like something we should know. Something we should measure. Something that should be printed next to the calorie count on a label.

But unlike calories, a carbon footprint isn’t universal, standardized, or easy to calculate. In fact, for most companies—especially in energy and heavy industry—it’s still a black box.

That’s the problem Planckton Data is solving.

On this episode of the Energy Tech Startups Podcast, Planckton Data co-founders Robin Goswami and Sandeep Roy sit down to explain how they’re turning complex, inconsistent, and often incomplete emissions data into usable insight. Not for PR. Not for green washing. For real operational and regulatory decisions.

And they’re doing it in a way that turns sustainability from a compliance burden into a competitive advantage.

From calories to carbon: The label analogy that actually works

If you’ve ever picked up two snack bars and compared their calorie counts, you’ve made a decision based on transparency. Robin and Sandeep want that same kind of clarity for industrial products.

Whether it’s a shampoo bottle, a plastic feedstock, or a specialty chemical—there’s now consumer and regulatory pressure to know exactly how sustainable a product is. And to report it.

But that’s where the simplicity ends.

Because unlike food labels, carbon labels can’t be standardized across a single factory. They depend on where and how a product was made, what inputs were used, how far it traveled, and what method was used to calculate the data.

Even two otherwise identical chemicals—one sourced from a refinery in Texas and the other in Europe—can carry very different carbon footprints, depending on logistics, local emission factors, and energy sources.

Planckton’s solution is built to handle exactly this level of complexity.

AI that doesn’t just analyze

For most companies, supply chain emissions data is scattered, outdated, and full of gaps.

That’s where Planckton’s use of AI becomes transformative.

It standardizes data from multiple suppliers, geographies, and formats.
It uses probabilistic models to fill in the blanks when suppliers don’t provide details.
It applies industry-specific product category rules (PCRs) and aligns them with evolving global frameworks like ISO standards and GHG Protocol.
It helps companies model decarbonization pathways, not just calculate baselines.

This isn’t generative AI for show. It’s applied machine learning with a purpose: helping large industrial players move from reporting to real action.

And it’s not a side tool. For many of Planckton’s clients, it’s becoming the foundation of their sustainability strategy.

From boardrooms to smokestacks: Where the pressure is coming from

Planckton isn’t just chasing early adopters. They’re helping midstream and upstream industrial suppliers respond to pressure coming from two directions:

Downstream consumer brands—especially in cosmetics, retail, and CPG—are demanding footprint data from every input supplier.
Upstream regulations—especially in Europe—are introducing reporting requirements, carbon taxes, and supply chain disclosure laws.

The team gave a real-world example: a shampoo brand wants to differentiate based on lower emissions. That pressure flows up the value chain to the chemical suppliers. Who, in turn, must track data back to their own suppliers.

It’s a game of carbon traceability—and Planckton helps make it possible.

Why Planckton focused on chemicals first

With backgrounds at Infosys and McKinsey, Robin and Sandeep know how to navigate large-scale digital transformations. They also know that industry specificity matters—especially in sustainability.

So they chose to focus first on the chemicals sector—a space where:

Supply chains are complex and often opaque.
Product formulations are sensitive.
And pressure from cosmetics, packaging, and consumer brands is pushing for measurable, auditable impact data.

It’s a wedge into other verticals like energy, plastics, fertilizers, and industrial manufacturing—but one that’s already showing results.

Carbon accounting needs a financial system

What makes this conversation unique isn’t just the product. It’s the co-founders’ view of the ecosystem.

They see a world where sustainability reporting becomes as robust as financial reporting. Where every company knows its Scope 1, 2, and 3 emissions the way it knows revenue, gross margin, and EBITDA.

But that world doesn’t exist yet. The data infrastructure isn’t there. The standards are still in flux. And the tooling—until recently—was clunky, manual, and impossible to scale.

Planckton is building that infrastructure—starting with the industries that need it most.

Houston as a launchpad (not just a legacy hub)

Though Planckton has global ambitions, its roots in Houston matter.

The city’s legacy in energy and chemicals gives it a unique edge in understanding real-world industrial challenges. And the growing ecosystem around energy transition—investors, incubators, and founders—is helping companies like Planckton move fast.

“We thought we’d have to move to San Francisco,” Robin shares. “But the resources we needed were already here—just waiting to be activated.”

The future of sustainability is measurable—and monetizable

The takeaway from this episode is clear: measuring your carbon footprint isn’t just good PR—it’s increasingly tied to market access, regulatory approval, and bottom-line efficiency.

And the companies that embrace this shift now—using platforms like Planckton—won’t just stay compliant. They’ll gain a competitive edge.

Listen to the full conversation with Planckton Data on the Energy Tech Startups Podcast:

Hosted by Jason Ethier and Nada Ahmed, the Digital Wildcatters’ podcast, Energy Tech Startups, delves into Houston's pivotal role in the energy transition, spotlighting entrepreneurs and industry leaders shaping a low-carbon future.

Gold H2 harvests clean hydrogen from depleted California reservoirs in first field trial

breakthrough trial

Houston climatech company Gold H2 completed its first field trial that demonstrates subsurface bio-stimulated hydrogen production, which leverages microbiology and existing infrastructure to produce clean hydrogen.

Gold H2 is a spinoff of another Houston biotech company, Cemvita.

“When we compare our tech to the rest of the stack, I think we blow the competition out of the water," Prabhdeep Singh Sekhon, CEO of Gold H2 Sekhon previously told Energy Capital.

The project represented the first-of-its-kind application of Gold H2’s proprietary biotechnology, which generates hydrogen from depleted oil reservoirs, eliminating the need for new drilling, electrolysis or energy-intensive surface facilities. The Woodlands-based ChampionX LLC served as the oilfield services provider, and the trial was conducted in an oilfield in California’s San Joaquin Basin.

According to the company, Gold H2’s technology could yield up to 250 billion kilograms of low-carbon hydrogen, which is estimated to provide enough clean power to Los Angeles for over 50 years and avoid roughly 1 billion metric tons of CO2 equivalent.

“This field trial is tangible proof. We’ve taken a climate liability and turned it into a scalable, low-cost hydrogen solution,” Sekhon said in a news release. “It’s a new blueprint for decarbonization, built for speed, affordability, and global impact.”

Highlights of the trial include:

First-ever demonstration of biologically stimulated hydrogen generation at commercial field scale with unprecedented results of 40 percent H2 in the gas stream.
Demonstrated how end-of-life oilfield liabilities can be repurposed into hydrogen-producing assets.
The trial achieved 400,000 ppm of hydrogen in produced gases, which, according to the company,y is an “unprecedented concentration for a huff-and-puff style operation and a strong indicator of just how robust the process can perform under real-world conditions.”
The field trial marked readiness for commercial deployment with targeted hydrogen production costs below $0.50/kg.

“This breakthrough isn’t just a step forward, it’s a leap toward climate impact at scale,” Jillian Evanko, CEO and president at Chart Industries Inc., Gold H2 investor and advisor, added in the release. “By turning depleted oil fields into clean hydrogen generators, Gold H2 has provided a roadmap to produce low-cost, low-carbon energy using the very infrastructure that powered the last century. This changes the game for how the world can decarbonize heavy industry, power grids, and economies, faster and more affordably than we ever thought possible.”

Rice University spinout lands $500K NSF grant to boost chip sustainability

cooler computing

HEXAspec, a spinout from Rice University's Liu Idea Lab for Innovation and Entrepreneurship, was recently awarded a $500,000 National Science Foundation Partnership for Innovation grant.

The team says it will use the funding to continue enhancing semiconductor chips’ thermal conductivity to boost computing power. According to a release from Rice, HEXAspec has developed breakthrough inorganic fillers that allow graphic processing units (GPUs) to use less water and electricity and generate less heat.

The technology has major implications for the future of computing with AI sustainably.

“With the huge scale of investment in new computing infrastructure, the problem of managing the heat produced by these GPUs and semiconductors has grown exponentially. We’re excited to use this award to further our material to meet the needs of existing and emerging industry partners and unlock a new era of computing,” HEXAspec co-founder Tianshu Zhai said in the release.

HEXAspec was founded by Zhai and Chen-Yang Lin, who both participated in the Rice Innovation Fellows program. A third co-founder, Jing Zhang, also worked as a postdoctoral researcher and a research scientist at Rice, according to HEXAspec's website.

The HEXASpec team won the Liu Idea Lab for Innovation and Entrepreneurship's H. Albert Napier Rice Launch Challenge in 2024. More recently, it also won this year's Energy Venture Day and Pitch Competition during CERAWeek in the TEX-E student track, taking home $25,000.

"The grant from the NSF is a game-changer, accelerating the path to market for this transformative technology," Kyle Judah, executive director of Lilie, added in the release.

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This article originally ran on InnovationMap.

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