For years, the Data Center industry has struggled with practical ways to leverage data to better manage maintenance decision risks and costs. Data infrastructure and process control barriers as well as the practical application of domain knowledge result in defaulting to time-based interventions. In 2020, Schneider Electric & Compass Datacenters signed the first true full system level On-Condition service contract for their flagship campuses power centers. In cases where no silver bullet AI exists, On-Condition can serve as a pragmatic risk-driven strategy combining best-in-class machine learning, randomized sampling, and time-based preventative maintenance visits on a subset of assets. A fully connected, On-Condition maintenance contract helps companies reduce risk and human intervention. During this session, we discuss the deployed solution and value created with a system level On-Condition service approach.