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Test data management (TDM) is the practice of creating, provisioning, masking, and retiring the data sets that make automated tests reliable and repeatable. It matters because test data is now the most-cited automation blocker: 60% of organizations in the World Quality Report 2025-26 named secure, scalable test data a top challenge.