This Innovation Day will bring together critical perspectives on how data center infrastructure must evolve to support the scale, density, and dynamic power demands of next-generation AI. We will explore how operators can maximize AI output from every megawatt, make informed decisions about emerging 800 VDC power architectures, and rethink their data center’s relationship with the grid. From optimizing tokens per second per MW to preparing for rack densities beyond 1 MW, this Innovation Day will provide a practical framework for building AI infrastructure that is more efficient, scalable, resilient, and responsive to the rapidly changing power landscape.