Advanced therapies, isolator-based fill lines, and highly automated facilities increase the complexity of CQV. Multiple vendors, diverse automation platforms and tight timelines make it difficult to coordinate testing and data. A multidisciplinary CQV team that understands process, equipment and automation can align requirements, verification and data integrity expectations across the entire system.