Operation execution with automatically updated profile data structures using machine learning

A method of operation execution with automatically updated profile data structures using machine learning, the method comprising:

• determining, using a machine learning model trained on a dataset of predefined categories maintained in a database, for a document:
• a classification of a type of the document;
• and
• a confidence score associated with the classification, the confidence score indicating a level of performance with which the machine learning model outputs the classification of the type of the document;
• selecting, for the document, a data extraction engine based on the confidence score, the data extraction engine configured to extract data points from the document;
• prioritizing the extracted data points based on the confidence score associated with the document;
• updating a profile data structure in response to aggregating the prioritized extracted data points;
• and
• providing the updated profile data structure to a payroll processing system to cause the payroll processing system to execute one or more operations in accordance with the updated profile data structure.

A non-transitory computer readable medium including one or more instructions stored thereon and executable by a processor to:

• determine, by a processor, using a machine learning model trained on a dataset of predefined categories maintained in a database, for a document:
• a classification of a type of the document;
• and
• a confidence score associated with the classification, the confidence score indicating a level of performance with which the machine learning model outputs the classification of the type of the document;
• select, by the processor, for the document, a data extraction engine based on the confidence score, the data extraction engine configured to extract data points from the document;
• prioritize, by the processor, the extracted data points based on the confidence score associated with the document;
• update, by the processor, a profile data structure in response to aggregating the prioritized extracted data points;
• and
• input, by the processor, the profile data structure into a payroll processing system to cause the payroll processing system to execute one or more operations in accordance with the updated profile data structure.