This document discusses several key challenges facing manufacturing companies: project-based manufacturing, lifecycle costing, integration across business functions, gaining manufacturing intelligence, and reducing time-to-market. It provides an overview of the different types of systems companies use like ERP, SCM, PLM and how data flows from operational technologies in real-time to data warehouses and analytics over different timeframes. The document ends by thanking the reader.