Can Houston stay a leader in the future of energy? Scott Nyquist weighs in. Photo via Getty Images

Houston has a legacy in in the energy industry — but can it remain the energy capital of the world? In short, yes.

That may sound counterintuitive, given that the energy system is transitioning — slowly, but inexorably — away from the city’s strengths in oil and gas. But that is the point: to an extent that may be overlooked, the O&G industry is critical to the transition, in two ways. Houston is well placed to take the lead on both.

First, there is the simple fact that oil and gas are essential, and will be for decades to come. About 99 percent of vehicles on the road right now use fossil fuels, and there are no readily available substitutes for their uses as feedstock for other industries, such as chemicals. Oil and gas account for almost 70 percent of US primary energy demand.

I do believe that their influence will diminish, as the energy system transitions to cleaner, lower-emission sources. McKinsey’s most recent Global Energy Perspective projected demand for oil will peak by 2027 and for gas a decade later. The International Energy Agency (IEA) sees the same evolution, but somewhat more slowly. Even after demand peaks, whenever that is, oil and gas will still be used, just not as much. I don’t see any reasonable scenario in which oil and gas disappears or is left in the ground for decades to come.

Second, and more interestingly, the O&G industry itself is essential to the goal of reducing greenhouse-gas emissions. If that sounds counterintuitive, too—well, it is. But bear with me. Under almost all emissions-reduction scenarios, carbon capture and storage (CCS), including direct air capture, and hydrogen play huge roles--accounting for more than 20 percent of future cuts in the IEA’s projection, for example. The Intergovernmental Panel on Climate Change also sees a big role for CCS, while noting that “global rates of CCS deployment are far below those in modelled pathways limiting global warming to 1.5°C or 2°C.” In other words, it matters, and there’s not enough of it. Hydrogen has been many people’s favorite technology of the future since at least the 1990s; the World Energy Council says it could account for as much as 25 percent of total final energy consumption by 2050, though likely less.

Let’s consider CCS first. This refers to reducing carbon-dioxide (CO2) emissions, particularly from industry, by capturing it on-site and then storing it underground: it is therefore never released into the atmosphere. Direct air capture sucks out carbon from the atmosphere, and then stores it. There is more than enough storage capacity, according to the IEA, and the technologies work.

No alt text provided for this image

Credit: Global CCS Institute

The problem has been regulation and economics—CCS is relatively expensive. About half of US emissions come from power generation and industry, such as cement; carbon capture works for both. And that is just what is possible now. Eventually, captured CO2 could be used to make a wide array of products, including building materials, carbon fiber, synthetic fuels, and plastics.

The Biden Administration is allocating $3.5 billion for direct air capture projects and $8 billion for hydrogen; those are not huge sums, given how costly large-scale energy projects are, but it just might be the beginning of bigger things. In addition, companies that have committed to net zero are beginning to put serious money behind carbon capture—almost $2 billion so far this year, compared to just $50 million in the past.

All this is relevant to Houston because Texas is the largest single US producer of both oil and gas, and these are the only players that now routinely use CCS, for gas processing and enhanced oil recovery. Houston is, by far, the national leader in carbon capture. Moreover, CCS can help to scale up “blue” or lower-emissions hydrogen, which could be an even bigger opportunity.

Hydrogen is not a source of energy, but a carrier of it. Once the hydrogen is produced—that is, separated from other elements, such as the oxygen in water—it can be stored and then released, either through combustion or via a fuel cell that converts hydrogen into electricity. Hydrogen could be used in a wide variety of ways, including powering vehicles, heating buildings, and fueling industry. Indeed, its potential is so broad and deep that the Hydrogen Council (with help from McKinsey) estimated late last year that hydrogen could contribute more than 20 percent of emissions abatement to 2050. The Council is a trade group and may therefore be a little optimistic (or a lot), but no one questions the potential of hydrogen in cutting emissions.

Right now, the primary use of hydrogen is in oil refining, which is one of Houston’s major industries. In addition, O&G companies are already looking into the conversion of methane in natural gas to hydrogen as well as the possibility of blending hydrogen into natural gas to lower the carbon content.

The Houston region already produces and consumes a third of the nation’s hydrogen, and is home to most of its dedicated hydrogen pipelines; its massive and efficient pipeline and transport system for gas can be adapted to move hydrogen. For the production of “green” or very-low emissions hydrogen, Houston also has a significant—and growing--renewable energy infrastructure. Indeed, if Texas was a country, it would be the world’s fifth-largest generator of wind power, and it is second in solar in the United States.

In short, when it comes to hydrogen, Houston is well ahead of the competitive pack, not only in physical terms, but in the human expertise that will count most of all to turn hydrogen from boutique to big. According to a recent report by the Center for Houston’s Future, Houston-based hydrogen assets could abate 220 million tons of carbon emissions by 2050, or more than half of Texas’s current emissions. Plus, it could create $100 billion in economic value.

The bottom line: there is no practical emissions reduction on the scale that the United States has committed to—net zero by 2050—without the development of CCS and hydrogen. And the O&G industry is leading the way in both these technologies. That puts Houston in an enviable position to both be part of the transition and to benefit from it. All told, according to the Houston Energy Transition Initiative, which includes 17 major energy-industry players, the region could gain up to 400,000 jobs in an accelerated scenario of adopting lower-carbon technologies. (McKinsey helped with this research, too.) To use a term beloved of consultants, that looks like a win-win.

Houston calls itself the “energy capital of the world”—and this isn’t a case of all hat and no cattle. The city is home to a critical mass of capital, innovation, expertise, and entrepreneurship. To continue to deserve that title, however, will require Houston to embrace the challenge of the energy transition: providing the reliable energy the world needs while also reducing emissions.

------

Scott Nyquist is a senior advisor at McKinsey & Company and vice chairman, Houston Energy Transition Initiative of the Greater Houston Partnership. The views expressed herein are Nyquist's own and not those of McKinsey & Company or of the Greater Houston Partnership. This article originally ran on LinkedIn.

Ad Placement 300x100
Ad Placement 300x600

CultureMap Emails are Awesome

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

now streaming

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:

  1. Downstream consumer brands—especially in cosmetics, retail, and CPG—are demanding footprint data from every input supplier.
  2. 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.

---

This article originally ran on InnovationMap.