Abstract: Systems, apparatuses, methods, and computer program products are disclosed for verifying record data. An example method includes identifying, by evaluation circuitry, anomalous data elements from data elements of a record included in a dataset. The example method also includes determining, by the evaluation circuitry, a root-cause analysis operation resolution time frame guideline based on an anomaly rate of the anomalous data elements in relation to an anomaly rate threshold value. The example method also includes generating, by the evaluation circuitry, a recommendation to correct a cause of the anomalous data elements based on the root-cause analysis operation resolution time frame guideline.

Abstract: Systems, apparatuses, methods, and computer program products are disclosed for verifying record data. An example method includes creating the plurality of datasets ranked by the dataset risk level, receiving a dataset from a plurality of datasets ranked by a dataset risk level, where the dataset includes one or more records and each record including data elements. The example method further includes applying a set of rules to the data elements of the one or more records to identify anomalous data elements, and displaying an association between each anomalous data element and each corresponding rule violation, where each anomalous data element is associated with a data element risk.