The primary purpose of a data warehouse is to consolidate and organize large volumes of data from multiple sources for analysis and reporting. This centralized repository enables businesses to perform complex queries and generate insights to facilitate better decision-making and strategic planning. Data warehouses optimize data retrieval for analytics, providing historical insights and supporting business intelligence initiatives across various departments.