Data stewards have the flexibility to author policy for infinite different use cases, from marketing analytics to consumer fraud prevention. Okera supports a variety of de-identification types, including masking, redaction, tokenization, anonymization, and even differential privacy. In all cases, the transformation is applied at query time, eliminating the need to store multiple copies of the data.