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SpaceX wants to put data centers in orbit. And it wants to do it using the same satellite technology that already beams internet to millions of Starlink customers on the ground.
The company’s May 2026 IPO filing lays out an ambitious roadmap for deploying what it calls “AI compute satellites” in sun-synchronous orbit, with initial launches targeted for no earlier than 2028. The constellation could eventually grow to as many as one million satellites, each designed to handle AI training and inference workloads.
The IPO itself is targeting a valuation between $1.75 trillion and $2 trillion. The bet is that space-based AI infrastructure isn’t science fiction, it’s the next logical step in an enterprise AI market estimated at $28.5 trillion in total addressable size.
The Starlink-to-AI pipeline
Each AI satellite in the initial design would generate approximately 100 kW of power through solar arrays, paired with advanced cooling systems to manage the heat that AI workloads notoriously produce.
Starlink remains the company’s bread and butter for now. The constellation generated over $11 billion in revenue during 2025, accounting for more than half of SpaceX’s total revenue that year. That existing cash flow is essentially bankrolling the AI pivot.
Of its projected $20 billion in capital expenditures for 2025, nearly 60% was allocated to AI development. That’s $12 billion directed toward a technology that hasn’t launched a single satellite yet.
The xAI acquisition and the losses behind the vision
SpaceX’s AI ambitions gained significant momentum with the acquisition of xAI, finalized in February 2026. The deal folded Elon Musk’s AI company into SpaceX’s broader infrastructure play, creating a vertically integrated pipeline from AI model development to orbital compute deployment.
SpaceX’s AI segment posted an operational loss of $6.355 billion in 2025.
SpaceX has already filed with the Federal Communications Commission regarding its satellite constellation plans. Google is reportedly in talks with SpaceX regarding launch deals, while Anthropic has an existing terrestrial computing agreement with the company.
What this means for investors
The Starship launch vehicle is critical to making the economics work. Deploying up to one million satellites requires launch costs that would be prohibitive with any rocket other than Starship, which SpaceX designed specifically for high-volume, low-cost orbital delivery.
The partnerships with Google and Anthropic will be worth watching closely. If those evolve from exploratory conversations into binding contracts with meaningful revenue commitments, it would significantly de-risk the thesis. Until then, investors are essentially paying a $2 trillion price tag for a company whose most ambitious business line won’t launch its first satellite for at least two more years.
Disclosure: This article was edited by Editorial Team. For more information on how we create and review content, see our Editorial Policy.
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