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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7 innovative startups fueling the energy transition in Houston

Meet the Innovators

Houston has long been touted as the energy capital of the world, and it's now it's also a leading player in the energy transition — home to numerous startups and innovators working toward a cleaner future.

As part of the 2025 Houston Innovation Awards, presented by InnovationMap, the Energy Transition Business category honors innovative startups that are providing solution within renewables, climatetech, clean energy, alternative materials, circular economy, and more.

Seven energy transition companies have been named finalists for the 2025 award. They range from a spinoff stimulating subsurface hydrogen from end-of-life oil fields to a company converting prickly pear cactus biogas into energy.

Read more about these climatetech businesses, their founders, and their green initiatives below. Then join us at the Houston Innovation Awards on Nov. 13 at Greentown Labs, when the winner will be unveiled at our live awards ceremony.

Tickets are now on sale.

Anning Corporation

Clean energy company Anning Corporation is working to develop geologic hydrogen, a natural carbon-free fuel, using its proprietary stimulation approaches and advanced exploration modeling. The company said that geologic hydrogen has the potential to be the lowest-cost source of reliable baseload electricity in the U.S.

The company was founded by CEO Sophie Broun in 2024 and is a member of Greentown Labs. Last month, it also announced that it was chosen to participate in Breakthrough Energy’s prestigious Fellows Program. Anning raised a pre-seed round this year and is currently raising a $6 million seed round.

Capwell Services

Houston-based methane capture company Capwell Services works to eliminate vented oil and gas emissions economically for operators. According to the company, methane emissions are vented from most oil and gas facilities due to safety protocols, and operators are not able to capture the gas cost-effectively, leading operators to emit more than 14 million metric tons of methane per year in the U.S. and Canada. Founded in 2022, Capwell specializes in low and intermittent flow vents for methane capture.

The company began as a University of Pennsylvania senior design project led by current CEO Andrew Lane. It has since participated in programs with Greentown Labs and Rice Clean Energy Accelerator. The company moved to Houston in 2023 and raised a pre-seed round. It has also received federal funding from the DOE. Capwell is currently piloting its commercial unit with oil and gas operators.

Deep Anchor Solutions

Offshore energy consulting and design company Deep Anchor Solutions aims to help expedite the adoption of floating offshore energy infrastructure with its deeply embedded ring anchor (DERA) technology. According to the company, its patented DERA system can be installed quietly without heavy-lift vessels, reducing anchor-related costs by up to 75 percent and lifecycle CO2 emissions by up to 80 percent.

The company was founded in 2023 by current CEO Junho Lee and CTO Charles Aubeny. Lee earned his Ph.D. in geotechnical engineering from Texas A&M University, where Aubeny is a professor of civil and environmental engineering. The company has participated in numerous accelerators and incubators, including Greentown Labs, MassChallenge, EnergyTech Nexus LiftOff, and others. Lee is an Activate 2025 fellow.

Eclipse Energy

Previously known as Gold H2, Eclipse Energy converts end-of-life oil fields into low-cost, sustainable hydrogen sources. It completed its first field trial this summer, which demonstrated subsurface bio-stimulated hydrogen production. According to the company, its 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.

Eclipse is a spinoff of Houston biotech company Cemvita. It was founded in 2022 by Moji Karimi (CEO and chairman of Cemvita), Prabhdeep Sekhon (CEO of Eclipse), Tara Karimi, and Rayyan Islam. The company closed an $8 million series A this year and has plans to raise another round in 2026.

Loop Bioproducts

Agricultural chemical manufacturing company Loop Bioproducts leverages the physiology of prickly pear cactus grown in Texas to produce bioenergy, food, and remediate industrial wastewater streams. The company uses its remote sensing technology, proprietary image-based machine learning model, and R&D innovation to capture raw biogas from the cactuses and is focused on scaling cactuses as an industrial crop on land.

Rhiannon Parker founded Loop Bioproducts in 2023.

Mars Materials

Clean chemical manufacturing business Mars Materials is working to convert captured carbon into resources, such as carbon fiber and wastewater treatment chemicals. The company develops and produces its drop-in chemical products in Houston and uses an in-licensed process for the National Renewable Energy Lab to produce acrylonitrile, which is used to produce plastics, synthetic fibers, and rubbers. The company reports that it plans to open its first commercial plant in the next 18 months.

Founded in 2019 by CEO Aaron Fitzgerald, CTO Kristian Gubsch, and lead engineer Trey Sheridan, the company has raised just under $1 million in capital and is backed by Bill Gates’ Breakthrough Energy, Shell, Black & Veatch, and other organizations.

Solidec

Chemical manufacturing company Solidec has developed autonomous generators that extract molecules from water and air and converts them into pure chemicals and fuels that are free of carbon emissions onsite, eliminating the need for transport, storage, and permitting. The company was founded around innovations developed by Rice University associate professor Haotian Wang.

The company was selected for the Chevron Technology Ventures’ catalyst program, Greentown Labs, NSF I-Corps and was part of the first cohort of the Activate Houston program. It won first place at the 2024 startup pitch competition at CERAWeek. Solidec was founded in 2023 by Wang, who serves as chief scientist, CEO Ryan DuChanois, and CTO Yang Xia. It closed a $2.5 million seed round earlier this year.

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The Houston Innovation Awards program is sponsored by Houston Community College, Houston Powder Coaters, FLIGHT by Yuengling, and more to be announced soon. For sponsorship opportunities, please contact sales@innovationmap.com.

New report rates best electric companies and renewable energy plans

energy plans

Choose Texas Power—a marketplace that allows users to view and compare electricity plans, providers and rates in the state—has compiled its Best Texas Electric Companies report.

The data-driven list considers pricing, providers and consumer trends, and rates for companies listed on its marketplace. The report was updated earlier this month.

Choose Texas Power rated the Texas energy companies using its proprietary data and online reviews, and gave each company a score from zero to five based on customer service, accessibility and plan variety.

Houston-based Express Energy tied for first place on the list with DFW-based TXU Energy, 4Change Energy and Veteran Energy. Eight other Houston-area companies made the 10. The companies all received a rating of 5 out of 5.

The full list includes:

  • Houston-based Gexa Energy (4.9)
  • Irving-based TriEagle Energy (4.9)
  • Houston-based Frontier Utilities (4.8)
  • Spring-based Atlantex Power (4.6)
  • Houston-based Rhythm Energy (4.6)
  • Houston-based Green Mountain Energy (4.5)
  • Houston-based Reliant Energy (4.3)
  • Houston-based Direct Energy (4.2)
  • Houston-based APG&E Energy (4.2)
  • Houston-based Discount Power (4)
  • Plano-based Cirro Energy (4)
  • Fort Worth-based Payless Power (3.9)

Choose Texas Power also broke down the best companies for specific customer needs.

  • Best for affordable green energy: Gexa Energy
  • Best for 100% renewable energy: Rhythm Energy
  • Green energy plans for low usage: Green Mountain Energy
  • Best for smart home upgrades: Discount Power
  • Best for straightforward energy plans: TriEagle Energy
  • Best for plan variety: TXU Energy
  • Best for simple contract terms: Express Energy

Find the full report here.

Chevron names latest cohort of energy transition fellows at Rice University

energy fellowship

Chevron and Rice University have named 10 graduate students to the second cohort of the Chevron Energy Graduate Fellowship.

The students come from various departments at Rice and are working on innovations that reduce emissions or improve upon low-carbon technology. Fellows will each receive a $10,000 award to support their research along with the opportunity to connect with "industry experts who can provide valuable insight on scaling technologies from the lab to commercial application," according to Rice.

The fellows will present projects during a cross-university virtual symposium in the spring.

The 2025-26 Chevron Energy Graduate Fellows and their research topics include:

  • Cristel Carolina Brindis Flores, Molecular Simulations of CO₂ and H₂ for Geostorage
  • Davide Cavuto, Intensification of Floating Catalyst Chemical Vapor Deposition for Carbon Nanotubes Synthesis
  • Jaewoo Kim, Distributed Acoustic Sensing for In-situ Stress Monitoring in Enhanced Geothermal Systems
  • Jessica Hema Persaud, Understanding Tin Perovskite Crystallization Dynamics for All-Perovskite Tandems
  • Johanna Ikabu Bangala, Upcycling Methane-derived Zero-Valent Carbon for Sustainable Agriculture
  • Kashif Liaqat, From Waste to Resource: Increased Sustainability Through Hybrid Waste Heat Recovery Systems for Data Centers and Industry
  • Md Abid Shahriar Rahman Saadi, Advancing Sustainable Structural, Energy and Food Systems through Engineering of Biopolymers
  • Ratnika Gupta, Micro-Silicon/Carbon Nanotube Composite Anodes with Metal-free Current Collector for High Performance Li-Ion Batteries
  • Wei Ping Lam, Electrifying Chemical Manufacturing: High-Pressure Electrochemical CO₂ Capture and Conversion
  • William Schmid, Light-Driven Thermal Desalination Using Transient Solar Illumination

“Through this fellowship program, we can support outstanding graduate students from across the university who are conducting cutting-edge research across a variety of fields,” Carrie Masiello, director of the Rice Sustainability Institute, said in a news release. “This year, our 2026 Chevron Fellows are working on research that reflects the diversity of the sustainability research at Rice … and these scholarly endeavors exemplify the breadth and depth of research enabled by Chevron’s generous support.”

The Chevron Fellows program launched at Rice last year, naming 10 graduate students to the inaugural cohort. It is funded by Chevron and was created through a partnership between the Rice Sustainability Institute. Chevron launched a similar program at the University of Houston in 2023.

“Rice University continues to be an exceptional partner in advancing energy innovation,” Chris Powers, director of exploration commercial and portfolio at Chevron, added in the release. “The Chevron Energy Fellows program showcases the brilliance and drive of Rice graduate students, whose research in areas like carbon conversion, solar materials and geothermal sensing is already shaping the future of sustainable energy. We’re proud to celebrate their achievements and look forward to the impact they’ll continue to make across the energy landscape.”