Data architecture in IT systems refers to the structured framework that defines how data is collected, stored, and utilized. It encompasses the models, policies, and tools that govern data management, ensuring that data is accessible and useful for decision-making. Good data architecture promotes consistency, quality, and integration across various data sources, facilitating better analytics and insights. Organizations leverage data architecture to optimize their operations, enhance data security, and support compliance with regulatory requirements.