Legacy data plays a crucial role in clinical research and regulatory submissions, yet it often lacks the standardization needed for modern compliance and analysis requirements. This gap makes the transformation of legacy data into Clinical Data Interchange Standards Consortium (CDISC) formats a vital process for organizations in the life sciences i