Hyperscaler AI capital spending has been raised to $750 billion in 2026, up from $670 billion, and is set to cross $1 trillion in 2027. That capital buys far more than GPUs: the switchgear, transformers, gas turbines, and prime-power gensets that turn electrons into trained models. The Department of Energy already projects data centers will account for up to 12% of U.S. electrical demand by 2028, and the grid is not ready. That is the setup for three industrial names whose order books are telling investors exactly where the AI dollars are landing.
Each of the picks below shows a data-center-driven order surge in its most recent quarter, raised full-year guidance, and trades with momentum heading into July earnings season.
Eaton (NYSE: ETN)
Eaton (NYSE:ETN | ETN Price Prediction) is the purest electrical-infrastructure play in the group. Shares are at $422.65 as of June 30, with the stock up 29% year-to-date and 198% over five years.
The signal: Electrical Americas orders rose 42% organically on a trailing twelve-month basis, with segment revenue of $3.6 billion, up 20% year-over-year, and a book-to-bill of 1.2. Total electrical backlog jumped 48%. Adjusted EPS came in at $2.81 versus a $2.73 estimate, the fourth straight beat. Management raised full-year guidance to 9% to 11% organic growth and $13.05 to $13.50 in adjusted EPS.
The bull case: Eaton just closed $11 billion in acquisitions in a single quarter, including the $9.55 billion Boyd Thermal deal for data-center liquid cooling. CEO Paulo Ruiz framed it bluntly: “In Electrical Americas, we achieved strong organic growth while advancing significant capacity expansion investments to meet demand.” Free cash flow rose 245% year-over-year to $314 million, and the quarterly dividend was raised to $1.10. Analysts carry an average target of $455.39, with 22 buy or strong-buy ratings against 6 holds.
The risk: The M&A binge tripled net interest expense to $106 million from $33 million and pulled GAAP EPS down. The pending Mobility spin-off, targeted for Q1 2027, adds execution risk.
Caterpillar (NYSE: CAT)
Caterpillar (NYSE:CAT) is the prime-power story. The stock trades at $1,066.37 and has run 81% year-to-date and 171% over the past year, an extraordinary move for a $491 billion industrial.
The signal: Power Generation revenue hit $2.82 billion in Q1 2026, up 41% year-over-year, driven by large reciprocating engines and turbines for data-center applications. That follows 44% growth in Q4 2025. The broader Power & Energy segment posted 22% growth to $7.03 billion. Total Q1 EPS of $5.54 crushed the $4.64 consensus, and management called out a record backlog.
The bull case: CEO Joe Creed described “Solid sales and revenues growth, combined with robust order activity” with a record backlog as the foundation. Caterpillar deployed about $5.0 billion in buybacks and $0.7 billion in dividends in Q1 alone, and just declared a raised quarterly dividend of $1.63, ex-date July 20. Sell-side target sits at $951.02, below the current price, suggesting analysts are catching up to the move rather than calling a top.
The risk: Tariff-driven manufacturing costs are a real drag. Resource Industries segment profit fell 39% year-over-year with 7 points of margin compression in Q1, and the full year 2025 absorbed a $1.03 billion Q4 tariff hit. Dealer inventory builds also flatter Q1 numbers and may not sustain if end demand softens.
GE Vernova (NYSE: GEV)
GE Vernova (NYSE:GEV) is the most aggressive grid and gas-turbine play in the group. Shares trade at $1,135.11, up 69% year-to-date and 113% over the past year.
The signal: The Electrification segment booked $2.4 billion in equipment orders for data centers in Q1 alone, more than all of 2025. Segment revenue grew 61% year-over-year to $3.0 billion with a book-to-bill near 2.5. Total orders surged 71% organically to $18.3 billion, and backlog grew $13 billion sequentially.
The bull case: CEO Scott Strazik said “we now expect to reach at least 110 GW of combined gas turbine backlog and slot reservation agreements by year-end 2026 and are raising our 2026 financial guidance.” Guidance now calls for $44.5 to $45.5 billion in revenue, 12% to 14% adjusted EBITDA margin, and $6.5 to $7.5 billion in free cash flow. The 2028 framework targets $56 billion in revenue and a 20% adjusted EBITDA margin. Analyst consensus sits at $1,211.72 with 29 Buy or Strong Buy ratings against seven Holds, and the quarterly dividend was doubled to 50 cents.
The risk: The Wind segment is bleeding cash, with organic revenue down low-double digits and roughly $400 million in EBITDA losses expected in 2026. Q1 GAAP net income was also flattered by a $4.5 billion pre-tax gain from the Prolec deal, so core operating profit looks smaller than the headline.
What to Watch in July
Caterpillar’s ex-dividend date hits July 20, and Q2 earnings from all three names land in late July and early August. The single most important variable: whether data-center order growth holds at Q1’s pace. If Electrical Americas, Power Generation, and Electrification each post another quarter of order acceleration, the AI infrastructure thesis stops being a forecast and starts being a run-rate.
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