System and method for detecting and addressing anomalous data based on automated data analysis

A method for detecting and addressing anomalous data, comprising:

• storing a training dataset comprising historical application data associated with a first solution instruction;
• receiving a first application data from a source device, wherein:
• the first application data is requested to be transferred from the source device to a target device;
• and
• the first application data is received in a first data format;
• receiving a request to perform a first operation on the first application data, wherein as a part of processing the first application data, the first operation is to be performed on the first application data, and a second operation is intended to be performed on the first application data at the target device;
• in response to receiving the request, generating a second application data by performing the first operation on the first application data, wherein the first operation comprises transforming the first application data from the first data format to a second data format;
• determining that a portion of the second application data is anomalous, wherein determining that the portion of the second application data is anomalous comprises:
• comparing the first application data with the second application data;
• and
• based at least in part upon the comparison, determining that the portion of the second application data is incompatible with a software application designated to perform the second operation on the first application data at the target device;
• comparing the second application data with the historical application data;
• based at least in part upon the comparison, determine that the second application data corresponds to the historical application data;
• and
• in response to determining that the second application data corresponds to the historical application data, executing the first solution instruction to address the anomalous portion of the second application data, wherein in response to the first solution instruction being executed on the anomalous portion of the second application data, the anomalous portion of the second application is transformed into another data format that is compatible with the software application.

A non-transitory computer-readable medium storing instructions that when executed by a processor, cause the processor to:

• store a training dataset comprising historical application data associated with a first solution instruction;
• receive a first application data from a source device, wherein:
• the first application data is requested to be transferred from the source device to a target device;
• and
• the first application data is received in a first data format;
• receive a request to perform a first operation on the first application data, wherein as a part of processing the first application data, the first operation is to be performed on the first application data, and a second operation is intended to be performed on the first application data at the target device;
• in response to receiving the request, generate a second application data by performing the first operation on the first application data, wherein the first operation comprises transforming the first application data from the first data format to a second data format;
• determine that a portion of the second application data is anomalous, wherein determining that the portion of the second application data is anomalous comprises:
• comparing the first application data with the second application data;
• and
• based at least in part upon the comparison, determining that the portion of the second application data is incompatible with a software application designated to perform the second operation on the first application data at the target device;
• compare the second application data with the historical application data;
• based at least in part upon the comparison, determine that the second application data corresponds to the historical application data;
• and
• in response to determining that the second application data corresponds to the historical application data, execute the first solution instruction to address the anomalous portion of the second application data, wherein in response to the first solution instruction being executed on the anomalous portion of the second application data, the anomalous portion of the second application is transformed into another data format that is compatible with the software application.