Big Tech Is on Pace to Spend $735 Billion on AI Data Centers in 2026. These 3 Industrial Stocks Collect the Checks.
Big tech companies (Amazon, Microsoft, Alphabet, Meta) plan to spend up to $735B on AI data centers by 2026. Industrial firms like Caterpillar, Eaton, and GE Vernova benefit from this spending, providing power generation, electrical equipment, and infrastructure. Caterpillar's Power & Energy segment revenue grew 17% YoY, Eaton's data center revenue surged 65%, and GE Vernova's data center orders topped $5B.
How this was made

The 30-second read
Why it matters
Earnings beats and guidance upgrades across the three firms provide fresh, material information for traders.
Market read
AI spending is translating into tangible earnings upside for key industrial players, offering trade ideas on earnings momentum.
What to watch
Potential regulatory or environmental hurdles for new power‑generation assets may temper growth expectations.
Background
Big tech AI capex drives demand for industrial equipment, creating a secondary growth story for Caterpillar, Eaton, and GE Vernova.
Ticker impact
Caterpillar reported Q2 Power & Energy revenue of $8.2B, up 17% YoY, highlighting demand from AI data center power generation.
Potential modest upside on earnings beat; watch for follow‑on buying.
Strong segment growth and clear AI‑related demand catalyst.
Eaton posted record Q2 revenue of $8.5B, up 21% YoY, with data center revenue up 65% and raised FY EPS guidance to $13.50 midpoint.
Likely short‑term rally; monitor for continued earnings momentum.
Guidance lift and strong segment performance provide a clear catalyst.
GE Vernova reported Q2 revenue growth of 22% and orders up 88%, with data center orders exceeding $5B YTD, prompting higher FY guidance.
Expect upward pressure as investors price in higher future revenue.
Significant order growth tied to AI data centers supports bullish outlook.
Market effects
AI data‑center demand is boosting industrial equipment and power‑generation sectors.
U.S. industrial stocks may see broader buying pressure as AI infrastructure spending accelerates.
Highlights the cross‑industry ripple effect of AI capex on global industrial supply chains.
Counterpoint
If AI capex slows or data‑center construction faces supply constraints, the upside for these industrials could be limited.
Key entities
- CompanyCaterpillar
Industrial equipment maker benefiting from data‑center power needs.
- CompanyEaton
Electrical equipment provider with strong data‑center revenue growth.
- CompanyGE Vernova
Energy‑focused spinoff seeing rising orders from AI data centers.





