US Patent 12079182 Systems and methods for data verification

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.