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Big Oil Just Became the Backbone of AI

Most investors are watching the wrong stocks.

On June 22, Chevron and Microsoft signed a 20-year power purchase agreement for Project Kilby, a 2.67-gigawatt natural gas facility in Reeves County, West Texas that will deliver dedicated, off-grid electricity to one of the largest AI data centers in the United States. The Final Investment Decision is targeted by the end of 2026, with first power delivery expected in 2028. The plant will run independently of the Texas grid, supplying Microsoft directly rather than drawing on ERCOT.

This is not a one-off deal. It is a signal about where the AI energy trade is actually going, and most of the capital chasing that theme is still pointed at the wrong layer of the stack.

The Physics of the Problem

Here is the part that gets skipped in most AI coverage. A single data center can consume enough electricity to power tens of thousands of homes. Hundreds are being built right now, with more announced every week. The U.S. power grid was not built for this. Connecting a new facility to the grid takes years. Permitting timelines run three to five years in most states. The queue for grid interconnection has exploded.

So hyperscalers are going around the grid entirely.

Microsoft is tracking toward $190 billion in capital expenditures in 2026, up 61% from 2025. That number is not going into server racks alone. A material share of it is going into power generation, because without power, the server racks do not run. The Chevron deal is the clearest articulation yet of what that means in practice: tech companies are building their own power plants, signing 20-year contracts with energy producers, and bypassing the utility system entirely.

Chevron’s edge is specific. Natural gas volumes in the Permian Basin routinely outrun what regional pipelines can carry, forcing operators to flare the excess, a dynamic that depresses local gas prices. Project Kilby draws on Chevron’s existing Permian production. That structural cost advantage is part of why the project is targeting mid-teen returns on capital.

Who Actually Benefits

The immediate read-through on this deal is CVX. The stock rose on the announcement, and the strategic logic is clear: Chevron has found a way to monetize stranded Permian gas at a margin structure that beats commodity pricing. The 20-year contract length eliminates the revenue volatility that makes pure-play energy unattractive to income-focused investors. That is a meaningful re-rating argument.

But the more interesting opportunity may sit two levels up the supply chain.

GE Vernova (GEV) is supplying the majority of the turbines for Project Kilby. That is not a coincidence; it is a pattern. By the end of Q1 2026, GEV’s combined gas turbine backlog and slot reservation agreements reached 100 gigawatts, up from 83 gigawatts at year-end 2025, which was itself up sharply from 62 gigawatts just one quarter before that. The company now expects to reach at least 110 GW by year-end 2026. After Q1 earnings, GEV raised its full-year 2026 revenue guidance to $44.5 to $45.5 billion, citing surging demand from data centers and grid infrastructure. Total orders in Q1 came in at $18.3 billion, up 71% year over year.

The overall backlog now stands at $163 billion, up from $116 billion at the time of the company’s spin from General Electric in April 2024. GEV’s Electrification segment backlog has grown from $9 billion at year-end 2022 to $42 billion today, driven by transformers, switchgear, and power conversion solutions being ordered at scale by data center developers. In Q1 alone, the Electrification segment booked $2.4 billion in equipment orders to support data centers, more than all of 2025’s data center orders combined.

Since spinning out of General Electric in April 2024, GEV shares have risen substantially, but the margin expansion story is still early. The company is targeting mid-teens segment margins across the portfolio as Power and Electrification scale and Wind returns to profitability. Revenue is growing. The backlog is locked in. The AI energy demand is durable. And now a 20-year contract from Microsoft just validated the exact configuration GEV is selling.

Caterpillar (CAT) is the less obvious read-through. Solar Turbines, CAT’s wholly owned subsidiary, is also providing turbines for Project Kilby. CAT does not get the AI energy story in most coverage; it gets the construction equipment story. But Caterpillar’s CEO noted that power generation grew 48% in a recent quarter, driven by strong demand for large gensets and turbines used in data center applications, with an increasing portion directed toward prime power. That is a revenue line the market has not fully mapped into CAT’s industrial earnings power.

The Broader Structural Opportunity

This is where the story gets bigger than any single deal.

The “bring your own power” trend, where hyperscalers bypass the grid entirely to build self-sufficient data center campuses, is accelerating. Microsoft, xAI, Oracle, and others are all pursuing variations of the same model. The constraint is not capital. It is equipment availability and permitting. GEV is targeting at least 110 GW under contract by year-end 2026. Caterpillar’s Solar Turbines has a growing order book. Bloom Energy is running at capacity.

What that means: the companies with the manufacturing capacity and contracted backlog to deliver power infrastructure are in a structurally advantaged position for years. This is not a cyclical play on natural gas prices. It is a multi-year, capacity-constrained supply story, with hyperscaler demand as the anchor customer.

Slight tangent worth noting: Microsoft’s willingness to sign a 20-year fossil fuel contract represents a significant strategic shift. The company had aggressive net-zero commitments. The data center buildout is forcing a recalibration of those timelines in ways that make natural gas producers with large existing production bases, including Chevron, EQT, and Coterra, newly attractive as infrastructure counterparties rather than companies to divest from.

The Options Angle

GEV has been running with elevated implied volatility given its moves around earnings and order announcements. For traders expecting continued backlog expansion and guidance raises through 2026, call spreads offer defined-risk upside with the Q2 earnings cycle as a near-term catalyst. The risk is macro: if rate fears accelerate and capex commitments from hyperscalers get revised, backlog visibility compresses faster than the stock reflects.

For longer-horizon investors, the bull case on GEV is straightforward: a company with a $163 billion total backlog, turbine slots extending well into the late 2020s, and margin expansion still ahead of it. That combination does not need a new catalyst. It just needs time.

What the Market Is Missing

Everyone is running the AI trade through semiconductors and cloud. That is where the attention is. But the physical infrastructure enabling AI, the turbines, the switchgear, the power contracts, the Permian gas that runs the plant that powers the data center that runs the model, that layer of the stack is less crowded and arguably more durable.

The Chevron-Microsoft deal did not just benefit two companies. It was a blueprint for who wins the next phase of the AI buildout. The equipment suppliers with locked-in backlog, the energy producers with stranded gas and long-duration contract capability, and the industrial companies that manufacture the hardware the whole thing runs on.

Most of that story still is not in the price.

• Stocks to watch: GEV (GE Vernova), CVX (Chevron), CAT (Caterpillar)
• Key data point: GEV’s gas turbine backlog reached 100 GW in Q1 2026, up from 83 GW at year-end 2025. Total backlog is $163 billion. GEV is targeting at least 110 GW by year-end 2026.
• Options consideration: GEV call spreads into Q2 earnings for defined-risk upside on continued guidance raises
• The risk: Hyperscaler capex revision is the single biggest threat here. If Microsoft or Google cut data center spending, backlog timelines shift.
• Longer view: 20-year power contracts with investment-grade counterparties are a new asset class for oil majors. Watch for CVX, EQT, and Coterra to pursue similar structures.