INSIGHTS

On October 05, 2026

AAM Viewpoints — Powering the AI Revolution: Why Energy Infrastructure Matters

For the past several years, investors seeking exposure to artificial intelligence (AI) have focused primarily on semiconductor manufacturers, cloud infrastructure providers, and large-cap technology companies. While these businesses remain central to the AI story, another critical component is gaining importance: energy.

Artificial intelligence is an exceptionally power-intensive technology. Every AI query, model training session, and data center expansion requires significant amounts of electricity. As AI adoption accelerates, so does the energy needed to support it.

The International Energy Agency estimates global data center electricity consumption reached approximately 485 terawatt-hours (TWh) in 2025 and could approach 950 TWh by 2030. Demand from AI-optimized data centers is expected to grow even faster, creating one of the largest new sources of electricity demand in the coming decade.

As a result, the AI investment theme increasingly extends beyond technology and into the physical infrastructure required to power it.

Source: International Energy Agency

Electricity Demand

The first step in understanding the AI opportunity is recognizing the scale of future electricity demand. New data centers are being built at a rapid pace, and existing facilities are expanding capacity to meet growing computational needs.

While artificial intelligence may seem like a digital revolution, its growth ultimately depends on real-world inputs. The more AI adoption increases, the greater the demand for reliable and scalable sources of power.

Electricity Supply

Meeting that demand requires a dependable supply of electricity. Many industry participants expect natural gas to play an important role because of its reliability, scalability, and existing infrastructure network.

Natural gas remains the largest source of U.S. electricity generation and is widely viewed as a practical solution for supporting the growing energy requirements of data centers. As power demand rises, maintaining a stable and flexible energy supply will become increasingly important.

Source: International Energy Agency

Energy Infrastructure

Generating electricity is only part of the equation. Energy must also be gathered, processed, transported, stored, and delivered where it is needed.

This is where energy infrastructure becomes critical. Pipelines, gathering systems, processing facilities, storage assets, and transportation networks help connect energy production with end users. As data centers continue to expand, the infrastructure supporting energy delivery may become just as important as the fuel itself.

In many respects, the challenge is not simply producing more energy. It is ensuring that adequate infrastructure exists to move that energy efficiently and reliably across the economy.

A Different Way to Think About AI

Many investors view AI through the lens of technology stocks alone. However, the growth of artificial intelligence creates demand across multiple sectors, including power generation, utilities, and energy infrastructure.

This broader perspective highlights how AI is reshaping not only the digital economy but also the physical networks that support it. For investors, that may create opportunities beyond the companies developing AI technologies themselves.

Conclusion

The AI story is evolving from a purely technology-driven theme into a broader infrastructure story. Rising data center demand is increasing the need for electricity, dependable power generation, and the networks that transport energy where it is needed.

Put simply: AI drives electricity demand. Electricity demand requires electricity supply. Electricity supply depends on energy infrastructure.

As the next phase of the AI revolution unfolds, the infrastructure powering that growth may become just as important as the technology itself.

CRN: 2026-1002-13836 R