Abstract: A system and associated processes which permit organizations to objectively evaluate compliance levels for data integration implementations and other application development platforms. An implementation scorecard analytics feature is provided to the user to permit analysis and computation of a score representing a level of maturity and/or compliance of the code being analyzed. Also disclosed are a system and process for evaluating mapping complexity in a data integration implementation and a transformation, session, and workflow attribute configuration management system, which provides a more granular level reporting for transformation, session, and workflow attributes to diagnose variations in implementations.