A data warehouse stores historical data consolidated from disparate sources. This architecture allows for efficient querying and analysis, facilitating reporting and business intelligence activities. Data warehouses work by extracting, transforming, and loading (ETL) data from operational databases and other sources, enabling organizations to gain insights and make data-driven decisions. They support complex queries and analytics for trend analysis, forecasting, and strategic planning.