Abstract: Aspects of the subject disclosure may include, for example, a device, including: a processing system including a processor; and a memory that stores executable instructions that, when executed by the processing system, facilitate performance of operations of: scheduling retrieval of a dataset stored in a cloud network; determining rules from a preconfigured set of rules that will be used to check a quality of data in the dataset; identifying data quality exceptions from the data using the rules determined; and creating a first exception report from the data quality exceptions identified. Other embodiments are disclosed.

Abstract: Aspects of the subject disclosure may include, for example, a device, including: a processing system including a processor; and a memory that stores executable instructions that, when executed by the processing system, facilitate performance of operations of: scheduling retrieval of a dataset stored in a cloud network; determining rules from a preconfigured set of rules that will be used to check a quality of data in the dataset; identifying data quality exceptions from the data using the rules determined; and creating a first exception report from the data quality exceptions identified. Other embodiments are disclosed.