Data provenance helps track the history and origins of data throughout its lifecycle. It records where data comes from, how it has been transformed, and its usage, which is essential for ensuring data quality and integrity. Provenance information supports accountability and enables organizations to verify data authenticity, making it crucial for compliance with regulations and standards. Clear data lineage also aids in troubleshooting and enables better decision-making based on a comprehensive understanding of the data's path and evolution.