Energy Transition Generative AI

Data Center Demand | Framing the Frenzy 

byCarson Kearl, Enverus Intelligence® Research (EIR) Contributor
TeleGeography Submarine Cable Map used under license CC BY-SA 4.0

One of the most common and important questions for the power sector today is what impact artificial intelligence and the data centers needed to generate it will have on energy consumption. AI is quite unlike any energy challenge we’ve seen, and it is a key part of why 15 consecutive years of near-flat power consumption in the U.S. is about to come to an end.

Some of the biggest uncertainties we see:

  • How will technological efficiency gains offset potential load growth?
  • If generative AI is achieved, how much faster will power supply have to grow?
  • What energy technologies are fit to meet this unprecedented source of demand?
  • Where will these facilities be cited, and will they elect to go behind the meter?

In our view, rapid technological innovation like Nvidia’s new Blackwell chip design (which would have consumed 75% less power to train ChatGPT4) and a mystical level of cooperation between federal bodies, regulators, AI companies and energy suppliers is a minimum requirement to allow for the rapid deployment of these facilities. The most readily available power supply will come from gas-fired generators. However, if emissions are as great a concern as the Magnificent Seven group of tech companies claims, the only viable paths forward to achieve zero-emissions and triple redundancy will be the accelerated development of advanced baseload supply solutions, such as nuclear and geothermal.

Research Highlights

(You must be an Enverus Intelligence® Research subscriber to access links below)

Picture of Carson Kearl, Enverus Intelligence® Research (EIR) Contributor

Carson Kearl, Enverus Intelligence® Research (EIR) Contributor

As an analyst on the Enverus Intelligence® Research (EIR) team, Carson is the lead on data centers and advanced energy technologies. He was previously an analyst on the macro team and has additional experience advising large industrial consumers on their energy consumption. His education in economics at the University of Alberta focused on industrial organization and power markets.

Subscribe to the Enverus Blog

A weekly update on the latest “no-fluff” insight and analysis of the energy industry.

Related Content
Enverus Media Advisory - Trump vs. Harris: A tale of two energy policies
Operators
BySimon Goettl

Accelerate inventory evaluation for oil and gas deals with Enverus ONE: location-level valuations, AI-assisted screening, and faster deal decisions.

Enverus Press Release - Enverus Earns Top Workplaces Honors for Fourth Consecutive Year
Energy Transition
ByAdam Robinson, Enverus Intelligence® | Research (EIR) Contributor

Fervo Energy valuation examined: Enverus warns of water-loss, thermal drawdown, and capex hurdles for EGS.

Enverus Intelligence® Research Press Release - OPEC+ cuts and Trump tariffs force price downgrade
Generative AI Other
ByAkash Sharma

Most energy companies have tried AI and walked away skeptical. This post breaks down the three-stage adoption curve, why energy is structurally different from every other industry, and how to diagnose exactly where your organization is stuck.

Enverus Press Release - Price forecast downgraded in latest Fundamental Edge report
Energy Market Wrap
ByEnverus

BKV boosts Barnett output, Range targets growth, ET expands exports and Chevron builds power for AI demand in this week’s Energy Market Wrap.

Enverus Press Release - Natural gas emerges as premier choice for grid stability amid rising demand and coal retirements
Power and Renewables
ByEnverus

See how Enverus day-ahead wind forecasts outperformed ISO forecasts across ERCOT, SPP, and MISO during high-volatility spring ramp events in April–May 2026.

Enverus Press Release - Seeing the ceiling: Maximizing output for today’s natural gas-fired grid
Energy Transition
ByCarson Kearl, Enverus Intelligence® Research (EIR) Contributor

Project Jade Wyoming data center update: Crusoe out of 1.8GW Cheyenne campus; impacts on queue risk, interconnection and investors.

Global gas, LNG, Haynesville and Permian outlooks reveal key trends in production, pricing and infrastructure expansion
Business Automation
ByIan Elchitz

This is the sixth installment in our series of blog articles dealing with source-to-pay and upstream oil and gas. Read the previous blog here. For finance leaders in upstream oil and gas, invoice accuracy has long been the standard of...

Enverus Press Release - Looking past the CCUS power plant pipe dream
Power and Renewables
ByBryan DiRenzo

Renewable Sentiment in Enverus PRISM® scores county-level regulatory and community risk. See which markets are worth developing before you commit capital.

Enverus Intelligence® Research Press Release - Opening New Mexico’s Delaware Basin and the potash problem palliated
Energy Market Wrap
ByEnverus

BP simplifies structure, Devon targets Delaware, LNG expands and power demand drives new infrastructure investment across energy markets.

Let’s get started!

We’ll follow up right away to show you a quick product tour.

Let’s get started!

We’ll follow up right away to show you a quick product tour.

Sign up for our Blog

Ready to Subscribe?

Ready to Get Started?