Engineering and manufacturing teams talk about “digital thread,” but their day-to-day reality is still spreadsheets, email attachments, and duplicate files scattered across PLM, ERP, MES, and shared drives. Engineers chase the latest version of a drawing instead of designing the next one, and quality teams spend hours reconciling data across systems before every audit.