Query management is a standard process utilized by Data Management (DM) and Clinical Operations (ClinOps) for data cleaning. The resources and costs associated with query management are not trivial because querying is a long, multi-step process that involves many individuals at the sponsor company, Contract Research Organization (CRO) and investigational sites.