AI data centers are encountering capacity constraints within existing electrical grids, prompting operators to pursue on-site power generation solutions. The shift toward localized energy infrastructure reflects industry efforts to address growing power demands that exceed current grid capabilities. Companies are increasingly investing in alternative power strategies to support their computational requirements.