A method for providing data assurance includes receiving selected input data to perform data assurance thereon, and receiving selected parameters for the data assurance. Data assurance modules are provided that translate the input data and the parameters and that derive a workflow for the data assurance based on the translated input data and the parameters. The workflow is executed to provide the data assurance on the input data.