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.

———

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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Baker Hughes teams up with Oklahoma co. to advance geothermal development

geothermal partnership

In recent months, Houston-based energy corporation Baker Hughes has launched multiple partnerships to expand geothermal energy extraction across the United States. The latest, a deal with Oklahoma-based Helmerich & Payne Inc. (H&P), was announced Wednesday.

As part of the deal, H&P will provide a geothermal-capable land drilling rig, while Baker Hughes will contribute technology and expertise. The rig is expected to be deployed later this year, according to a news release.

“Geothermal energy plays a critical role in meeting growing power demand by providing clean, reliable baseload generation,” Amerino Gatti, executive vice president of oilfield services & equipment for Baker Hughes, said in the release. “This collaboration reflects a deliberate step to move its development in the U.S. from concept to reality. By working together, Baker Hughes and Helmerich & Payne are helping customers advance these critical energy projects with greater confidence and deliver reliable, sustainable power.”

Investment in the geothermal energy sector is currently exploding in the U.S., having grown by at least 1,000 percent just in the last seven years, according to a recent report by Rocky Mountain Institute.

On one hand, only about 1 percent of the American energy grid currently uses geothermal, but on the other, the U.S. holds roughly 25 percent of the world’s geothermal capacity. Harnessing that power becomes even more attractive as conflicts in Russia and Iran continue to hamstring energy markets from those countries and revitalize interest in renewable energy.

Baker Hughes has been at the forefront of the geothermal boom. This new deal with H&P combines H&P’s drilling platform technology with Baker Hughes’s subsurface and energy extraction support technologies.

“This agreement underscores Helmerich & Payne’s commitment to supporting emerging energy opportunities through our drilling technologies and operational expertise,” H&P President and CEO Trey Adams added in the release. “We are pleased to collaborate with Baker Hughes to support the advancement of geothermal development in the United States.”

The deal with H&P is just one of several recent ones Baker Hughes has closed. In March, they announced support for XGS’s geothermal extraction projects in New Mexico, which are being used to meet the increasing demands of data centers in the state. Last May, Fervo Energy selected Baker Hughes to supply equipment for its flagship geothermal project in Utah.

Houston renewables developer signs agreement with Meta for new solar project

power deal

Houston-based EDP Renewables North America has signed a long-term power purchase agreement with Meta, the parent company of Facebook and Instagram, for its forthcoming Cypress Knee Solar project.

The 250‑megawatt solar project will be built in Arkansas and is expected to come online by 2028, according to a news release from EDPR. The company says the project will generate approximately $25 million in new revenue for Chicot County once operational.

“Cypress Knee Solar and our broader portfolio of projects with Meta are helping power a reliable, modern U.S. electric grid—the backbone of American innovation and long-term economic growth,” Sandhya Ganapathy, CEO of EDPR NA, said in the release. “These investments strengthen local communities, create durable economic value, and ensure that progress is built on a resilient, sustainable foundation.

This is Meta's third power purchase agreement with EDPR. The tech giant is now contracted to a renewable capacity of 545 megawatts with EDPR. Meta and EDPR also collaborated on the 200-megawatt Brittlebush Solar Park to support Meta's data center in Mesa, Arizona.

“Through our partnership with EDPR, Cypress Knee Solar will bring new generation to the Arkansas grid, creating local jobs and delivering economic benefits to the community. We’re proud to expand our collaboration with EDPR,” Amanda Yang, head of clean and renewable energy at Meta, added in the release.

EDPR operates 61 wind farms, 29 solar parks and four energy storage sites across North America. Its other customers include other tech companies like Amazon and Microsoft.

Buoyed by $1.3B sales backlog, microgrid company ERock files for IPO

eyeing ipo

Another energy company in Houston is going public amid a flurry of energy IPOs.

Houston-based ERock Inc., which specializes in utility-grade onsite microgrid systems for data centers and other customers, has filed paperwork with the U.S. Securities and Exchange Commission (SEC) to sell its shares on the New York Stock Exchange.

The ERock filing follows the recent $1.9 billion IPO of Houston-based Fervo Energy, a provider of geothermal power that’s now valued at $7.7 billion.

Another Houston energy company, EagleRock Land, just went public in a $320 million IPO that values the company at $3 billion. EagleRock owns or controls about 236,000 acres in the Permian Basin, earning money from royalties, fees, easements, water services and other revenue streams tied to drilling on its land.

According to Barron’s, more than a dozen energy and energy-related companies in the U.S. have gone public since the beginning of 2025, with the bulk of the IPOs happening this year.

ERock’s SEC filing doesn’t identify the per-share pricing range for the IPO or the number of Class A shares to be offered. ERock is a portfolio company of Energy Impact Partners, a New York City-based venture capital and private equity firm that invests in energy companies.

The company previously did business as Enchanted Rock. ERock Inc., formed in January, will function as a holding company that controls predecessor company ER Holdings Ltd.

In 2025, ERock generated revenue of $183.1 million, up 42.5 percent from the previous year, according to the IPO filing. It recorded a net loss of $59 million last year.

As of March 31, ERock boasted a sales backlog of nearly $1.3 billion, up 779 percent on a year-over-year basis. The company attributes most of that increase to greater demand from data centers.

The company primarily serves the power needs of data centers, utilities, industrial facilities, and commercial buildings. Its biggest markets are Texas and California.

“Several U.S. markets, such as Texas and California, face especially acute reliability risks,” ERock says in the SEC filing. “Texas already shows rapid load-growth pressures tied to data centers and industrial expansion, while California faces grid congestion, long interconnection queues, and above-average vulnerability to extreme heat- and weather-driven outages.”

Since its founding in 2018, ERock has installed microgrid systems at more than 400 sites with a capacity of about 1,000 megawatts. Customers include ComEd, Foxconn, H-E-B, Microsoft and Walmart.

By the end of this year, the company plans to expand its production of microgrid systems to a capacity of about 1.2 gigawatts with the opening of its Hyperion facility in Houston.

John Carrington leads ERock as CEO. He joined ER Holdings last year as chairman and CEO. Carrington previously was CEO of Houston-based Stem, a public company that offers AI-enabled clean energy software and services. Earlier, he spent 16 years at General Electric.