A data warehouse is a centralized repository of historical, integrated, and organized data collected from multiple sources. It is designed to support business intelligence and analytical reporting by providing a comprehensive view of data for analysis and decision-making. Data is extracted, transformed, and loaded into the data warehouse, ensuring consistency and quality. It allows users to analyze trends, patterns, and relationships in data over time.