Merge and redefine unique data sets with automation that can span multiple diverse lots, applying rules, policies, and characteristics to the newly aggregated dataset. This functionality facilitates comprehensive what-if analysis and enables users to generate detailed assembly maps. The system can also incorporate various test points, such as differing test temperatures and known defect data, during data integration to provide the user with a robust framework for proactive rather than reactive decision-making.