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Most people think AI is a software story. It’s not. It’s an infrastructure story.

Most people think AI is a software story. It’s not. It’s an infrastructure story.

June 12, 2026

Most people think AI is a software story.
It’s not. It’s an infrastructure story.

➤ Every AI query consumes significantly more power than a traditional search
➤ Data usage is set to multiply over the next few years
➤ That demand requires a massive buildout of data centers, power, and connectivity

Here’s what that really means:
➤ Data centers are becoming one of the largest consumers of electricity
➤ Power demand is accelerating after decades of stagnation
➤ Trillions of dollars of new investment will be required to keep up

And it’s not just about energy:
➤ Fiber networks, cell towers, and cloud systems move the data
➤ Power grids, batteries, and generation plants keep it running
➤ Transportation infrastructure moves the materials to build it all

The key takeaway:
We’re in the early stages of a major rebuild of the physical backbone of the digital economy.

For investors, this isn’t cyclical.
It’s structural.

The opportunity sits at the intersection of data, power, and real assets.

And the scale of what’s coming is far bigger than most people realize.

Content in this material is for general information only and not intended to provide specific advice or recommendations for any individual.

The economic forecasts set forth in this material may not develop as predicted and there can be no guarantee that strategies promoted will be successful.