The AI-era grid buildout will require substantial new utility infrastructure. It will also accelerate the flow of equipment, components, and materials leaving first service. Under the central AI-driven upgrade case developed in this paper, U.S. electric utilities could manage approximately $1.17 trillion in gross original-cost-equivalent retired-asset flow between 2026 and 2035, in constant 2026 dollars. Annual flow rises from $101 billion in 2026 to $132 billion in 2035.

