Abstract: The disclosed system enhances data integration processes by transforming existing electronic data files into a comparative format for evaluation against new data inputs. Utilizing a data transformation engine, the system normalizes terms and aligns data file parameters with data input metrics. In some embodiments, the system generates comprehensive comparison reports that quantify alternatives in terms of data utilization, resource efficiency, conversion rates, data quality, and standardization. A graphical user interface facilitates user interaction, allowing the selection and integration of data files into data integration plans. The system supports filtering based on file attributes and assesses the impact of data files on data network components.