A data architecture describes how data is managed, from collection to transformation, distribution and consumption—setting the blueprint for how data flows through data storage systems.

Jun 19, 2024 · Data architecture refers to the arrangement of how data passes through its sources to storage for processing, distribution, and visualization by users. It is the framework …

Essential to realizing the target state, data architecture describes how data is processed, stored, and used in an information system. It provides criteria for data processing operations to make …

Modern data architecture presents a cohesive system that makes data accessible and usable while ensuring data security and quality. It defines policies, data models, processes, and …

Dec 3, 2024 · Data architecture is the blueprint for organizing and managing data across an organization. It involves defining processes for collecting, storing, and integrating data to meet …

Jun 14, 2024 · Data architecture is a discipline that documents an organization's data assets, maps how data flows through IT systems and provides a blueprint for managing data. Its goal …

Apr 5, 2025 · Every data engineer should understand data architecture, as they often play a role in key design decisions based on their team’s size and structure. In startups or greenfield …

Nov 2, 2023 · Data Architecture describes the infrastructure that connects a Business Strategy and Data Strategy with technical execution. Ideally, Data Architecture happens within a …

Sep 4, 2024 · Data architecture is a blueprint for how data is used—it’s the high-level structure of data and data-related resources that acts as a framework for data throughout an organization, …

Sep 9, 2025 · What Is Data Architecture and Why Does It Matter? Data architecture is a comprehensive framework that defines how your organization collects, stores, processes, …