UCSD is an innovative, forward-looking institution that is aggressively moving its key IT operations to the cloud. With 1100 AWS accounts on campus—100 of which are major accounts for researchers, instructors, and administrators—IT faced serious challenges in understanding, optimizing, and managing costs of these fast-growing services.