Overview
A Data Fabric is an architectural layer that connects all of an organization's data, regardless of where it resides (on-premises, cloud, or edge). It uses metadata, machine learning, and automation to dynamically integrate and manage data, providing a consistent experience for users and applications.
Key Capabilities
- Active Metadata Management: Using AI to analyze metadata and automate data integration.
- Data Virtualization: Accessing data without moving it.
- Automated Data Orchestration: Managing data pipelines across different environments.
- Unified Security and Governance: Applying policies consistently across the fabric.
Comparison with Data Mesh
While Data Mesh focuses on organizational decentralization, Data Fabric focuses on technological integration and automation to bridge data silos.