Abstract: A method, apparatus, system, and computer program code for digitally presenting a comparison of labor resource allocations between organizations. A computer system identifies employee data for a set of employees. The employee data includes job titles, and job descriptions. Using a set of machine learning models, the computer system extracts skills data from the job descriptions. Based on the skills data extracted from the job descriptions and using the set of machine learning models, the computer system maps the job titles to normalized titles within a job taxonomy that governs relationships between business functions, subfunctions, and the normalized titles. The computer system determines a resource allocation for an organization over each of the normalized titles. The computer system generates a granular comparison of the granular resource allocation to a set of benchmark allocations. The computer system digitally presents the granular comparison in a graphical user interface.

Abstract: A method and apparatus for generating reports. A computer system displays an application with fields in a graphical user interface on a display system. The application is used to perform transactions for an organization. The computer system identifies a group of the fields displayed in the graphical user interface that is selectable for use in a group of the reports. The computer system displays a group of graphical indicators in association with the group of the fields in the graphical user interface. The computer system receives a selection of a portion of the group of the fields displayed in the graphical user interface in user input. The computer system creates the group of the reports using the portion of the group of the fields. The computer system sends the group of the reports to an output device, enabling performing an operation for the organization using the group of the reports.

Abstract: A method and apparatus for generating reports. A computer system displays an application with fields in a graphical user interface on a display system. The application is used to perform transactions for an organization. The computer system identifies a group of the fields displayed in the graphical user interface that is selectable for use in a group of the reports. The computer system displays a group of graphical indicators in association with the group of the fields in the graphical user interface. The computer system receives a selection of a portion of the group of the fields displayed in the graphical user interface in user input. The computer system creates the group of the reports using the portion of the group of the fields. The computer system sends the group of the reports to an output device, enabling performing an operation for the organization using the group of the reports.