The infrastructure bottleneck is acute. While the sector is adding nearly 100 gigawatts of new capacity between 2026 and 2030, power infrastructure constraints and equipment supply limitations have already triggered reports that 30–50% of planned U.S. data centers for 2026 may face delays or cancellations. Grid operators estimate $720 billion in infrastructure updates are needed through 2030 to support projected growth. Global data center capacity is expected to nearly triple by 2030, requiring up to $3 trillion in total investment, with AI workloads driving approximately 70% of that expansion and a 165% increase in data center power consumption from 2023 to 2030.
For attorneys advising clients in energy, infrastructure, or consumer-facing sectors, this represents a material economic headwind arriving faster than productivity gains from AI deployment can offset. Expect litigation around utility rate increases, supply chain disputes over memory chips, and potential regulatory pressure on both energy providers and hyperscalers to manage grid demand. Clients with exposure to inflation-sensitive contracts or consumer discretionary spending should model for sustained cost pressures through 2027.