At a basic level, master data management seeks to ensure that an organization does not use multiple (potentially inconsistent) versions of the same master data in different parts of its operations, which can occur in large organizations.
Other problems include (for example) issues with the quality of data, consistent classification and identification of data, and data-reconciliation issues.