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Next Gen Power
November 4, 2026

AI Runs on Energy. Energy Runs on Infrastructure.

The market's fascination with artificial intelligence has largely centered on semiconductors, data centers, and the race among hyperscalers to build ever-greater computing power. What receives far less attention is the critical ingredient that makes AI possible: energy.

As hyperscalers continue investing billions to expand AI capabilities, electricity demand is rising at an unprecedented pace. While headlines focus on the enormous amount of computing power needed to advance AI, far less attention is paid to the energy required to support that growth.

The challenge isn't simply generating more power. It's delivering that power where it's needed.

The Potential Hidden Constraint in the AI Revolution

Many investors assume energy demand can be met if enough capital is deployed. Yet the real bottleneck may not be energy production itself, but the infrastructure required to move and distribute it.

Whether it's natural gas pipelines, storage facilities, electric transmission lines, or renewable energy connections, building energy infrastructure takes time, capital, regulatory approvals, and community support.

In short, the world may have a surplus of energy resources, but it faces a potential shortage of energy infrastructure.

As AI adoption accelerates, the importance of that infrastructure becomes increasingly difficult to ignore.

How the Energy Mix Has Been Evolving for AI

Hyperscalers have made their priorities clear: secure reliable power as quickly as possible.

While renewable energy remains an important long-term component of the energy mix, and emerging technologies such as enhanced geothermal continue to attract investment, today's power needs require practical, scalable solutions.

That reality points to natural gas. Natural gas remains one of the fastest, most cost-effective, and most scalable sources of baseload electricity available today. As a result, it appears well-positioned to play a significant role in supporting AI-driven power demand over the next decade.

At the same time, growing opposition to data center development and new energy projects may slow infrastructure expansion. While those challenges can complicate new construction, they can also increase the value of existing infrastructure assets by making them harder to replicate.

Companies Potentially Positioned for the Buildout

The companies that may be best positioned to support the AI-driven energy transition are often those with decades of experience building and operating large-scale infrastructure.

Natural gas infrastructure operators are among the companies helping transport and manage the fuel needed to meet rising electricity demand. Independent power producers, along with utilities, may also benefit as electricity consumption continues to grow. Renewable energy operators remain important participants as corporations pursue increasingly diversified energy sourcing strategies.

Risks Investors Should Consider

While the opportunity is significant, investors should recognize the challenges associated with large-scale infrastructure development.

Potential risks include:

  • Regulatory and permitting delays
  • Supply chain disruptions
  • Litigation and activist opposition
  • Political and policy uncertainty
  • Improvements in AI energy efficiency
  • Slower-than-expected data center development
  • Changes in hyperscaler spending priorities

These factors could influence the pace and magnitude of future infrastructure investment.

The Bigger Story: Electrification

It's important to remember that artificial intelligence isn't the only force driving energy demand higher. The broader trend is the continued electrification of the global economy.

From electric vehicles and industrial automation to digital infrastructure and advanced manufacturing, electricity is becoming increasingly central to economic growth. AI is simply accelerating a trend that was already well underway.

For advisors looking beyond the obvious AI winners, the infrastructure required to power the next generation of innovation may represent a compelling investment theme of the coming decade.

Investors interested in gaining exposure to companies involved in energy production, transportation, storage, and infrastructure may want to consider the TrueShares Eagle Global Next Gen Power Infrastructure ETF as part of a diversified portfolio. As demand for reliable power continues to grow, PWRZ seeks to provide access to businesses positioned across the energy value chain that could benefit from long-term electrification trends.

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