AI is rapidly increasing the demand on energy networks, challenging power engineers to create efficient and alternative power generation solutions. This significant demand requires a shift from traditional designs to focus on fully populated system efficiency. Electrical architecture and UPS selection are becoming more critical. Additionally, AI's power needs are driving data centres to explore alternative, non-traditional power quality solutions, including onsite generation both with and without utility availability. This presentation will explore solutions for traditional electrical architecture and alternative power generation to support the AI growth explosion in data centres.