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.