To analyze the data and identify sensitive information in the data, run profiles in TDM. You can compare the data against multiple compliance regulation standards to ensure that the data meets standard compliance regulations. For example, run a profile on the data to identify columns that contain sensitive data according to PII, PCI, or PHI compliance regulations.
To remove sensitive data that you identify, run a data masking operation in TDM. You can use standard masking formats such as credit card numbers or Social Security numbers to mask data or create customized formats to mask data.
To reduce the risk associated with creating multiple copies of test data, store the data in the test data warehouse. Multiple teams that use different machines that host a Test Data Manager Service in a domain can access a single test data warehouse.