The document discusses challenges with cost management data flow and matching costs of goods sold (COGS) to revenue in Oracle Applications Release 12.0.4. Key issues included duplicate COGS accounting, report performance problems, and difficulty analyzing output. Lessons focused on thorough testing of end-to-end processes, configurations, and performance before go-live and during period closes.