The debt-heavy financing model is relatively new. Since September 2025, hyperscalers have issued $260 billion in bonds to fund these projects, a sharp departure from the equity-driven funding of earlier tech booms. The acceleration began in late 2022 following ChatGPT's launch, which tripled the number of hyperscale data centers to 1,297 and drove quarterly capital expenditures up 180 percent to $142 billion by the third quarter of 2025. The pipeline remains aggressive, with 770 facilities planned. Specific terms of individual debt structures and the full scope of lender exposure remain largely undisclosed.
Attorneys should monitor emerging credit risks embedded in these complex debt instruments and the broader macroeconomic pressures they may create. The power grid strain is real—U.S. electricity demand is projected to grow 3.5 percent annually—and regulators are watching. The combination of massive leverage, rapid market evolution, and infrastructure constraints creates potential liability exposure across multiple practice areas, from project finance disputes to regulatory challenges around grid capacity and environmental compliance.