Caterpillar Isn’t Just About Bulldozers Anymore—It’s Fueling Data Centers!

Caterpillar (NYSE:GRAB) has slowly emerged as a key player in the energy sector—this time not because of construction equipment, but thanks to its strategic play in powering AI data centers. The company just showcased its Lafayette, Indiana facility, a 1.3 million square‑foot plant capable of producing engines from 1,000 to 6,000 horsepower—exactly the kind of output required to meet surging electricity demands from AI workloads. With plans to double capacity over the next three years, Caterpillar is signaling a big bet on the data-driven future. Wall Street analysts are taking notice: Baird, Bernstein, and Citi have all flagged Caterpillar’s role in data center power solutions as a structural growth opportunity. While this pivot hasn’t yet reflected in financials for the current fiscal year, the groundwork appears set for a multi‑year expansion—one that may increasingly shift Caterpillar’s identity from construction machinery stalwart to energy infrastructure powerhouse.
Mega‑Scale Engine Capacity Expansion in Lafayette, Indiana
Caterpillar’s Lafayette facility isn’t a small factory—it spans 1.3 million square feet and employs over 2,000 workers. Its capability to produce engines ranging from 1,000 to 6,000 horsepower makes it uniquely suited for data center applications. These aren’t niche engines; they’re the powerhouse behind both primary and standby electricity systems that large AI facilities require. The company has announced a plan to double this plant’s capacity within three years, a signal that Caterpillar is aggressively positioning itself to capture a growing slice of data center power infrastructure. Baird analyst Mig Dobre called it “a key driver,” reflecting escalating electricity demand fueled by AI and data-center growth. More capacity means Caterpillar can supply more gas‑powered generators at scale—translating structural capacity into structural opportunity. And this isn’t hype: the facility aligns directly with rising demand projections. As Bernstein’s Chad Dillard pointed out, global electricity demand is expected to grow by 25% over the next decade, with average data center sizes reaching around 125 megawatts. Backup systems usually cover more than full capacity—so doubling Lafayette’s capacity could allow Caterpillar to secure a significant share of this fast-growing market, especially as data centers across the globe retrofit or expand.
Structural Growth in Data‑Center Energy Demand
Two macro forces are merging to reshape energy markets: exploding demand for data-center electricity driven by AI workloads, and a global tilt toward decentralized, gas-based power solutions. Data centers, especially hyperscalers and AI training facilities, are demanding ever‑higher levels of reliable electricity—with backup systems designed to support 125% of operational capacity. Caterpillar is well‑positioned to meet this with its reciprocating engines and turbines. As Bernstein highlighted, global electricity demand is set to grow by 25% over the next ten years, meaning the structural tailwinds for power infrastructure are real and durable. This structural shift extends beyond data centers—natural-gas based power generation is expanding for industrial resilience, peak-demand shaving, and distributed infrastructure. Caterpillar’s existing footprint in this space positions it as a turnkey provider to operators renovating and expanding data centers worldwide. It isn’t just about volume; it’s about predictability—AI infrastructure follows more stable growth curves than traditional cyclical construction or mining segments. While near-term headwinds in construction and mining persist, the structural opportunity in energy diversification offers a different growth profile—one less tied to commodity cycles and more to long‑term digitalization trends. In short, as AI intensifies electricity demand, Caterpillar's engines are becoming as essential to the digital economy as its machinery is to the physical one.
Wall Street Confidence—Analyst Upgrades and Earnings Outlook
Several high-profile analysts have already shifted their positioning on Caterpillar, reflecting growing confidence in its data-center strategy. Baird’s Mig Dobre boosted his price target from $395 to $422, rating CAT a “Buy” and projecting earnings per share could climb $6–7 by 2029—a roughly 40% increase over 2024, driven largely by the large‑engine business. Citi’s Kyle Menges, while more cautious, also reaffirmed a “Buy” rating with a $370 target, noting the story is more of a 2027/2028 one than immediate 2025/2026 results. Bernstein’s Chad Dillard emphasized the long‑term structural nature of energy demand tied to data centers, though he remains neutral with a $304 target. Altogether, 45% of analysts rate CER as a “Buy,” though this lags the S&P’s typical average. As of mid‑June 2025, analysts expect 2025 operating income to dip to about $11.4 billion—down from 2024’s $13.4 billion—owing to softer construction and mining volumes. CAT stock was trading around $360.50, up 0.2% following Baird’s upgrade. These figures reflect a bifurcated outlook: near‑term softness offset by growing conviction in Caterpillar's structural energy pivot. The divergence between current earnings projections and bullish multi‑year models underscores that, while the data‑center play may take time to materialize fully, major investors and analysts are factoring it into their long‑term valuation frameworks.
Diversification of Caterpillar’s End-Market Exposure
Caterpillar has historically relied heavily on cyclical segments like Construction Industries and Resource Industries, which are sensitive to global economic fluctuations. The shift toward AI‑powered data centers and natural-gas backup systems introduces a fourth leg of stability—Energy & Transportation—financially the largest single chunk of the company, contributing roughly $28 billion in 2024 (about 44% of total machinery revenues). While construction and mining remain prone to volatility, energy infrastructure powered by data and digitalization follows broader, secular trends. This diversification adds a counter-cyclical element to Caterpillar’s revenue base. In effect, when construction slows, energy-related power demand may remain stable or even gain momentum—especially as companies hedge power needs through redundancy and prime generation solutions. It also enables Caterpillar to leverage cross-segment synergies—components, logistics, and technology sharing between engine, turbine, and construction divisions. And the company’s ability to deploy capital toward its largest shareholder‑return stream (dividends/share buybacks) alongside infrastructure expansion shows strategic balance. It isn’t just about having more engines; it’s about engineering an ecosystem of machines, data-driven servicing, and aftermarket support that spans sectors. If Caterpillar’s data-center led growth converges with its traditional strengths, the company could achieve lower earnings cyclicality and a more resilient profit profile moving forward.
Final Thoughts
Source: Yahoo Finance
As we can see in the above chart, Caterpillar has rebounded after the tariff scare that crashed the broader markets but it has still not surpassed its 6-month highs. From a valuation standpoint, Caterpillar is trading at an LTM EV/ EBITDA of 13.96x, marginally below its 14.14x levels from March 2024. With major capacity expansions, structural electricity demand, favorable analyst outlooks, and portfolio diversification, the company’s pivot toward the Energy & Transportation segment adds a compelling dimension to its investment thesis. That said, existing headwinds in the construction and mining markets, along with the time lag before new capacity fully contributes, suggest that this isn’t an overnight transformation. We see solid potential in Caterpillar’s data‑center play but the high valuation, near‑term cyclical pressures and execution risks make it more of a watchlist candidate rather than an immediate buy.