Data quality software as a service (SaaS) refers to data quality functionality (such as profiling, matching, standardization and validation) delivered using a model in which an external provider owns the infrastructure and provides the capabilities in a shared, multitenant environment used by its customers. Various offerings for data quality SaaS can be used as alternatives to in-house deployments of data quality software tools or the development of custom-coded solutions.