Data Validation & Reconciliation: Reconcile source documents, legacy asset registers, existing CMMS records, and field information to identify missing, duplicate, obsolete, or incorrectly structured assets. Stakeholder Coordination & Implementation: Participate in hierarchy design reviews and validation workshops with Engineering, Maintenance, Reliability, Operations, and data teams.