A RAND Corporation study identifies critical electrical equipment shortages that risk the U.S. power grid's ability to support AI data centers by 2030. Supply chain vulnerabilities create bottlenecks for essential infrastructure. These constraints limit rapid scaling for operators. Practitioners must now account for hardware lead times when planning large-scale compute deployments.