Why Is Power-Constrained AI Quietly Becoming Your Most Important Capital Decision?

EXECUTIVE SUMMARY

AI is entering a phase where power and infrastructure, not algorithms, determine who can scale. Consulting analyses converge on a clear signal: power-constrained AI is reshaping capital allocation, risk management, and partnership strategy for large enterprises. Boards now need to orchestrate AI roadmaps, data-center footprints, and energy contracts as a single system. The decision window is narrowing as hyperscalers, utilities, and infrastructure funds secure sites and long-term supply. This briefing synthesizes cross-firm intelligence on capacity demand, capex trajectories, grid constraints, and emerging co-development models. It translates that into a practical agenda for governance, investment discipline, and execution, backed by quantified scenarios and early implementation patterns across energy, infrastructure, and AI-intensive sectors.