The Hidden Trillion-Dollar AI Commitments Behind Big Tech
- Big Tech’s 2026 spending boom extends beyond chips into leases, guarantees, and project debt.
- Meta’s Hyperion deal shows how joint ventures finance data centers while retaining control.
- Lease-adjusted leverage reveals obligations that conventional debt figures can leave out.
Big Tech’s largest artificial intelligence wager is no longer measured solely by processors, data centers, or electricity contracts. Instead, it increasingly depends on leases, guarantees, project vehicles, and other long-term payment commitments.
This broader financing strategy is supporting an unprecedented spending cycle. Amazon, Alphabet, Meta, and Microsoft could invest between $720 billion and $745 billion in capital expenditure during 2026. However, even that enormous total excludes leased campuses, equipment agreements, and infrastructure financed through separate investment vehic…
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