More Than Elemental

More Than Elemental

The U.S. Industrial and AI Buildout Through Energy

Macro economy indicates strength but risks lurk

Nov 13, 2026
∙ Paid

After recent attendance at the Federal Reserve Bank annual energy conference, with the Dallas and Kansas City Feds as hosts, I discuss highlights and high-level takeaways. This year is particularly intense because of the geopolitics at play and the AI build-out. The energy story is also a large player in the macroeconomy.

Source: Applied Digital

I offer a video analysis overview of the U.S. AI infrastructure buildout with detail about expected gigawatts from a couple of sources, including my own recently published work. Stay tuned for that…

Below are select summary points:

Macroeconomic growth

  • Real GDP grew 3.4% annualized in Q3

  • A Morgan Stanley analyst expects growth to continue in 2027, supported by high-income consumption and (hyperscale-plus) CapEx.

  • Consumer spending is held up largely by wealthier households, partly on earlier stock market gains, with confidence in overall spending being sustained.

  • Real equipment investment rose 14% year-over-year in Q3. Data center categories (computers, peripherals, communications equipment) account for 80% of that growth.

  • Investment is broadening across the AI supply chain: semiconductor manufacturing equipment, behind-the-meter gas turbines, and transmission and distribution apparatus. Manufacturers and defense contractors are also ramping up.

Inflation and energy prices

  • PCE inflation was 3.6% for the 12 months through September, and inflation has been above the 2% target for six years.

  • Inflation to stay higher for longer because of Middle East effects on oil and refined products.

  • Services (healthcare, for example) are adding price pressure beyond wartime energy disruptions.

  • Crude is up 50% over the year, and wholesale diesel doubled at one point before retracing.

  • European natural gas is more than double its price a year ago, but US Henry Hub has fallen as supply surged.

  • US LNG has again filled supply gaps for other countries, though more overall export capacity is limited in the near term.

Geopolitics and energy security

  • Supply chains have shifted from low-cost efficiency, the driver of globalization, toward energy security and resiliency.

  • The Russian invasion of Ukraine and the Strait of Hormuz disruption added to that shift, and many countries have passed measures in that direction.

  • China, India and others are using more coal.

  • The US has acted as a swing supplier of refined products and LNG, adding about a million barrels a day despite refining constraints.

  • Keeping trading partnerships in good standing matters for sustaining investment.

Investment implications

  • Real assets (infrastructure, oil and gas, power) are a key portfolio component, and fixed income is becoming important again.

  • Domestic gas is affordable, reliable and cleaner than coal, and is favored for data center power. Experts see a reasonable price range for decades.

  • Oil and gas production should skew up unless prices fall to $50 to $60 a barrel, which is not expected to last.

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