The document introduces data warehouses and discusses the differences between online transaction processing (OLTP) and online analytical processing (OLAP). It notes that a data warehouse is a subject-oriented, integrated collection of data that helps analysts make informed decisions. OLTP systems emphasize fast processing of short transactions, maintaining integrity, and throughput, while OLAP systems handle complex queries, aggregations, and response time.