Data center operators today are tasked with helping achieve corporate sustainability goals, including net-zero emissions commitments. Aging physical infrastructure is a significant obstacle to this effort. In this paper, we describe the challenges that aging infrastructure pose to environmental sustainability goals and present three approaches to modernizing data center infrastructure systems.