Scott Nyquist on the future of technology and how they affect the energy industry. Photo via Getty Images

When smart people come together to consider the future, it’s worth listening to them.

Not long ago, McKinsey brought together more than 60 experts, and asked them to name the most important technology trends for business. They started from the premise that the next 10 years will see more technological progress than in the previous 100 years—and that this will up-end companies and industries everywhere.

“We believe the technology disruption over the next few years will be equal to the industrial revolution,” says Nicolaus Henke, a McKinsey alum who participated in this Tech Trends Index, which will be updated annually.

Here are some of the specific predictions. More than three-quarters of enterprise-generated data will be processed by edge or cloud computing by 2025. Ten percent of global GDP could be associated with blockchain by 2027. Renewables will produce 75 percent of global energy by 2050. 5G could reach 80 percent of the world’s population by 2030.

Time will tell if any or all of these are right; personally, I think renewables will have to wait a little longer for that kind of dominance. But by and large, I found the list, and the underlying thinking, compelling. And given my background in oil-and-gas, I thought it was striking that parts of the energy industry are working on just about every single one of them. Here is the list:

  • Next-level process automation and visualization.
  • Future of connectivity.
  • Distributed infrastructure.
  • Next-generation computing.
  • Applied artificial intelligence (AI).
  • Future of programming.
  • Trust architecture.
  • Bio revolution.
  • Next-generation materials.
  • Future of clean technologies.

Specifically, the first half-dozen items are all connected to digitization, and while the energy industry may not be at the cutting edge of development, it has a long track record of integrating these technologies and safely deploying them in order to deliver low-cost and reliable supply.

For example, the oil and gas industry has used AI for years to evaluate reservoirs and to plan drilling—one of many improvements over the traditional “one rock, two geologists, three opinions" way of doing things. And advanced materials, such as composites, engineered polymers, and low-density/high-strength metals and alloys are commonly used to lower costs and improve performance, for example in deep water oil and gas production and rotating equipment. As for connectivity, there is no shortage of commitment, but I think it is fair to say that the full potential has not been tapped.

McKinsey has estimated that making use of advanced connectivity alone—to optimize drilling and production, as well as to improve maintenance and field operations—could translate into $250 billion in value by 2030. That is something that the industry could really use, given recent price fluctuations. Taken as a whole, while the industry is nowhere near completing a full digital transformation, it is certainly well on its way.

As for the item most clearly connected to the industry — No. 10, clean technologies — at first glance, this might seem like bad news for traditional energy players. Not so fast. There are clear opportunities in areas such as clean coal, carbon capture, and energy storage. Moreover, other kinds of clean technologies can help the industry decarbonize its operations—something that will become more important as carbon regulation gets more stringent.

As I see it, then, while parts of the industry may seem old-school, it is actually heavily engaged in almost everything on the list. That should come as no surprise. From the first time oil was pumped in Pennsylvania in 1859, it has innovated and adapted to integrate technologies that improved productivity, safety, and environmental performance. In fact, it could it could even be said that the sector is part of what is often known as the Fourth Industrial Revolution—the convergence and interaction of physical, digital, and biological technologies.

I, and many others in the industry, believe that the ongoing energy transition will likely suppress demand for fossil fuels in the long term. But while the items on the Tech Trends Index, together and separately, will be disruptive, requiring big changes in business models and day-to-day operations, they could also help the industry to adapt.

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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 on October 4, 2021.

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HETI discusses Houston’s energy leadership, from pathways to progress

The View From HETI

In 2024, RMI in collaboration with Mission Possible Partnership (MPP) and the Houston Energy Transition Initiative (HETI) mapped out ambitious scenarios for the region’s decarbonization journey. The report showed that with the right investments and technologies, Houston could achieve meaningful emissions reductions while continuing to power the world. That analysis painted a picture of what could be possible by 2030 and 2050.

Today, the latest HETI progress report shows Houston is not just planning anymore — the region is delivering.

Real results, right now

The numbers tell a compelling story. Since 2017, HETI’s member companies have invested more than $95 billion in low-carbon infrastructure, technologies, and R&D. That’s not a commitment for the future—that’s capital deployed, projects built, and operations transformed.

The results showed industry-wide reductions of 20% in total Scope 1 greenhouse gas emissions and a remarkable 55% decrease in methane emissions from global operations. These aren’t projections—they’re actual reductions happening across refineries, chemical plants, and production facilities throughout the Houston region.

How Houston is leading

What makes Houston’s approach work is its practical, technology-driven focus. Companies across the energy value chain are implementing solutions that work today:

  • Electrifying operations and integrating renewable power
  • Deploying advanced methane detection and elimination technologies
  • Upgrading equipment for greater efficiency
  • Capturing and storing carbon at commercial scale
  • Developing breakthrough technologies from geothermal to advanced nuclear

Take ExxonMobil’s Permian Basin electrification, Shell and Chevron’s lower-carbon Whale project, or BP’s massive Tangguh carbon capture project in Indonesia. These aren’t pilot programs—they’re multi-billion dollar investments demonstrating that decarbonization and energy production go hand in hand.

From scenarios to strategy

The RMI analysis identified three key pathways forward: enabling operational decarbonization, accelerating low-carbon technology scale-up, and creating carbon accounting mechanisms. Houston’s energy leaders have embraced all three.

The momentum is undeniable. Companies are setting ambitious 2030 and 2050 targets with clear roadmaps. New projects are reaching final investment decisions. Innovation ecosystems are flourishing. And critically, this progress is creating jobs and driving economic growth across the region.

Why this matters

Houston isn’t just managing the energy transition—it’s proving what’s possible when you combine world-class engineering expertise, integrated infrastructure, access to capital, and a commitment to both energy security and emissions reduction.

The dual challenge of delivering more energy with less emissions isn’t theoretical in Houston—it’s operational reality. Every ton of CO₂ reduced, every efficiency gain achieved, and every technology deployed demonstrates that we can meet growing global energy demand while making measurable progress on climate goals.

The path forward

The journey from last year’s scenarios to this year’s results shows something crucial: when industry, policymakers, and communities align around practical solutions, transformation accelerates.

Houston’s energy leadership isn’t about choosing between reliable energy and environmental progress, it’s about delivering both. And based on the progress we’re seeing, the momentum is only building.

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Read the full analysis here. This article originally appeared on the Greater Houston Partnership's Houston Energy Transition Initiative blog. HETI exists to support Houston's future as an energy leader. For more information about the Houston Energy Transition Initiative, EnergyCapitalHTX's presenting sponsor, visit htxenergytransition.org.

TotalEnergies to supply solar power to new Google data centers in Texas

power deal

French energy company TotalEnergies, whose U.S. headquarters are in Houston, has signed power purchase agreements to supply 1 gigawatt of solar power for Google data centers in Texas over a 15-year span.

The power will be generated by TotalEnergies’ two solar farms that are being developed in Texas. Construction on the company’s Wichita site (805 megawatt-peak, or MWp) and Mustang Creek site (195 MWp) is scheduled to start in the second quarter of this year.

Marc-Antoine Pignon, U.S. vice president for renewables at TotalEnergies, said in a press release that the 1-gigawatt deal “highlights TotalEnergies’ strategy to deliver tailored renewable energy solutions that support the decarbonization goals of digital players, particularly data centers.”

The deal comes after California-based Clearway, in which TotalEnergies holds a 50 percent stake, secured an agreement to supply 1.2 gigawatts of solar power to Google data centers in Texas and other states.

“Supporting a strong, stable, affordable grid is a top priority as we expand our infrastructure,” said Will Conkling, director of clean energy and power at Google. “Our agreement with TotalEnergies adds necessary new generation to the local system, boosting the amount of affordable and reliable power supply available to serve the entire region.”

TotalEnergies maintains a 10-gigawatt-capacity portfolio of onshore solar, wind and battery storage assets in the U.S., including 5 gigawatts in the territory served by the Electric Reliability Council of Texas (ERCOT).

Other clean energy customers of TotalEnergies include Airbus, Air Liquide, Amazon, LyondellBasell, Merck and Microsoft.

UH lands $1.5M for endowed professorship and energy workforce initiative

funding the future

The University of Houston announced two major funding awards last month focused on energy transition initiatives and leadership.

Longtime UH supporters Peggy and Chris Seaver made a $1 million gift to the university to establish the Peggy and Chris Seaver Endowed Aspire Professorship, a faculty position “designed to strengthen UH Energy and expand the university’s leadership in addressing the most pressing global energy challenges,” according to a news release.

The new role is the third professorship appointed to UH Energy. The professorship can qualify for a dollar-for-dollar match through the Aspire Fund Challenge, a $50 million matching initiative launched by an anonymous donor.

“This gift will be key to cementing UH’s role as The Energy University,” Ramanan Krishnamoorti, vice president for energy and innovation at UH, said in the release. “By recruiting a highly respected faculty member with international experience, we are further elevating UH Energy’s global profile while deepening our impact here in the energy capital of the world.”

Also in January, the university shared that it would be joining the Urban Enrichment Institute (UEI) and the City of Houston to help train the next generation of energy workers, thanks to a $560,000 grant.

The Gulf Research Program of the National Academies of Sciences, Engineering and Medicine awarded the funding to the UEI, a nonprofit that supports at-risk youth. It will allow the UEI to work with UH’s Energy Transition Institute and the Houston Health Department to launch “Spark Energy Futures: Equipping Youth and Communities for the Energy Transition.”

The new initiative is designed for Houstonians ages 16-25 and will provide hands-on experience, four months of STEM-based training, and industry-aligned certifications without a four-year degree. Participants can also earn credentials and job placement support.

“Our energy systems are going through unprecedented changes to address the growing energy demands in the United States, Gulf Coast and Texas,” Debalina Sengupta, assistant vice president and Chief Operating Officer of ETI at UH, said in a news release.“To meet growing demands, the energy supply, transmission, distribution and markets associated with an ever-increasing energy mix needs a workforce skilled in multidimensional aspects of energy, as well as the flexibility to switch as needed to provide affordable, reliable and sustainable energy to our population.”

Keith Cornelius, executive director of UEI, added that he expects about 50 students to participate in the program’s inaugural year and that the program is looking to attract those interested in entering the energy workforce without a college degree.

“We’re looking to have tremendous success with the Energy Transition Institute,” Cornelius said. “This program is a testament to what can be done between a community-based organization, a major university and the city.”

The award was part of a $2.7 million grant that will fund four projects in the Gulf region, including two others in Texas. The Gulf Research Program Awards also granted $748,175 to launch the “Building the South Texas Energy Workforce” initiative in in Kingsville, Texas and $728,000 for “Texas Green Careers Academy: Activating a New Generation of Energy Professionals” in Austin.