The Real AI Trade May Not Be Software. It May Be Power Equipment

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By Omor Ibne Ehsan Published

Quick Read

  • GE Vernova (GEV) booked $18.3B in Q1 orders up 71% organically with data center equipment orders hitting $2.4B, Eaton (ETN) posted record Electrical Americas segment margins of 24.9% on $3.51B in sales up 21% YoY, and Constellation Energy (CEG) closed its Calpine acquisition creating the largest US private-sector power producer at 55 gigawatts with 20-year power contracts anchored to Microsoft and Meta.

  • AI hyperscaler capex demand requires substations, transformers, and turbines to plug into the grid, creating a binding constraint that shifts investment focus from semiconductor supply to power infrastructure and generation equipment with multi-decade lead times.

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The Real AI Trade May Not Be Software. It May Be Power Equipment

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Every dollar of AI capex eventually has to plug into a wall. By the time hyperscalers have signed off on GPU orders, the binding constraint stops being silicon and starts being substations, transformers, and turbines. That is the wager behind Tema Electrification ETF (NASDAQ:VOLT), a thematic fund that ignores AI software entirely and goes straight at the equipment and generation stack feeding the grid.

The math has gotten loud. VOLT is up 40.4% year-to-date through May 4, 2026, against 5.3% for the S&P 500 over the same stretch. One year out, the spread is about 80% for VOLT against 26.7% for SPY. The fund launched in December 2024, which makes long-term comparisons useless, but the post-launch period overlaps exactly with the window when AI power demand became a serious investment narrative.

What VOLT Is Built To Do

VOLT’s job is picks-and-shovels exposure to the electrification supercycle. Tema designed it to invest in companies tied to rising electricity demand and the buildout around grid equipment, utilities, nuclear, and other power infrastructure. The top holdings skew toward utilities like NextEra Energy (NYSE:NEE | NEE Price Prediction), electrical equipment makers like Bel Fuse (NASDAQ:BELFB), and Powell Industries (NASDAQ:POWL), and infrastructure services such as Quanta Services (NYSE:PWR). The expense ratio is 75 basis points, on the higher end for thematics but typical for a specialized basket.

The return engine is cyclical. You get paid when long-cycle backlog converts into revenue at expanding margins, when independent power producers sign multi-decade contracts that lock in cash flows, and when nuclear production tax credits and capacity auction prices reprice upward. These companies sell capital equipment with multi-year lead times, so owning them is really a bet on what utilities and hyperscalers commit to through 2030, with quarterly AI headlines as noise around the contract economics.

Does the Strategy Actually Deliver?

Take the four names this article centers on. GE Vernova (NYSE:GEV) is the cleanest example. In Q1 2026 the company booked $18.30 billion in orders, up 71% organically, with Electrification alone taking $2.4 billion in data center equipment orders, more than all of 2025. Backlog hit $150 billion at the end of FY 2025. CEO Scott Strazik called it an electricity investment supercycle.” The stock is up about 65% year to date and about 172% over one year.

Eaton (NYSE:ETN) tells the same story from the electrical side. Q4 2025 produced record segment margins of 24.9% on Electrical Americas sales of $3.51 billion, up 21% YoY, with the Electrical sector backlog up 29% YoY. Constellation Energy (NASDAQ:CEG) closed its Calpine acquisition on January 7, 2026, creating the largest US private-sector power producer at 55 gigawatts, anchored by 20-year PPAs with Microsoft and Meta. Vistra (NYSE:VST) signed 20-year PPAs with Meta for more than 2,600 MW across its PJM nuclear fleet.

What You Are Actually Buying

Three tradeoffs sit inside this fund.

  1. Concentration in a hot theme. A thematic basket only works if the theme keeps working. The top holdings span utilities, equipment makers, and pipelines, but they all rhyme on the same thesis. If hyperscaler capex normalizes, the correlation cuts the other way.
  2. Valuation and earnings noise. Vistra’s FY 2025 GAAP net income fell to $944 million on an $808 million unrealized hedging loss. These names trade on backlog and PPAs, while the income statements stay bumpy.
  3. Higher cost of capital. The 10-year Treasury yield is around 4.4%, near the upper-middle of its 12-month range. Long-cycle equipment and nuclear restarts are duration-sensitive, and Eaton, GE Vernova, and Constellation all have multi-billion-dollar acquisitions to integrate (Boyd Thermal, Prolec GE, Calpine).

VOLT fits as a 5-10% thematic sleeve for investors who want direct exposure to the AI power buildout without picking a single utility or equipment name, but the price you pay is concentration in a basket that has already run hard and will reprice fast if data-center demand cools.

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About the Author Omor Ibne Ehsan →

Omor Ibne Ehsan is a writer at 24/7 Wall St. He is a self-taught investor with a focus on growth and cyclical stocks that have strong fundamentals, value, and long-term potential. He also has an interest in high-risk, high-reward investments such as cryptocurrencies and penny stocks.

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