Data Fabric Architecture

Data fabric represents a unified logical data layer that enables seamless access and integration across distributed data environments, regardless of where data resides physically. This architectural approach provides a consistent interface for accessing data from multiple sources including on-premises systems, cloud data warehouses, data lakes, and external data sources.

Data fabric abstracts the complexity of underlying data infrastructure, enabling users and applications to access data without needing to understand the technical details of where and how data is stored. The architecture supports data virtualization, intelligent routing, and automated data integration, reducing the need for physical data movement and replication.

By providing a unified view of data assets, data fabric enables organizations to leverage their existing data investments while supporting modern analytics and AI workloads. This trend addresses the growing challenge of managing data across hybrid and multi-cloud environments while maintaining governance, security, and performance.