This report explains how to retrofit applications that suffer from four data and application problems that don’t yield to entirely external, non-invasive solutions: obsolete data structures or missing data, redundant data, redundant processing, and business-rules-enforcement deficiencies. We describe a strategy for addressing such problems and work through case studies to solve examples of each.