How do I mask sensitive data in sandbox environments?
Use masking functions in an Executable's Field Mappings to generate masked values during execution. DSP provides functions such as:
RANDOMIZE— Randomize an existing value (e.g.,RANDOMIZE(Birthdate)).RANDOM_ITEM— Pick a random value from a defined list (e.g.,RANDOM_ITEM("United States", "Canada", "Germany", ...)).SCRAMBLE— Shuffle the characters of an existing value (e.g.,SCRAMBLE(FirstName)).
These functions are only supported in sandbox environments to prevent accidental modification of production data.
You can also build custom masking formulas — for example, generating obfuscated email addresses:
FirstName & "." & LastName & "@test.com"
For the full set of masking and transformation functions, see the Transformation documentation.
