What is Data Fabric

Definition

Data fabric is an architecture that uses integrated metadata, automation, and intelligent data management to connect data across distributed environments, providing unified access, governance, and discovery without requiring all data to be physically consolidated in one place.

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Provides unified access to data spread across clouds, on-premise, and applications
Uses active metadata and automation to recommend and integrate data intelligently
Applies consistent governance and security across heterogeneous environments
Reduces manual integration effort by automating connection and discovery

Glossary: Federated Governance

Real World Example

A multinational deploys a data fabric that catalogs and connects data across three clouds and legacy systems, letting analysts query and govern that distributed data through one consistent access and policy layer.

FAQs

How is data fabric different from data mesh?

Data fabric is a technology-centric approach using metadata and automation to integrate data, while data mesh is an organisational model based on domain ownership.

What role does metadata play in a data fabric?

Active metadata drives automation, helping the fabric discover, connect, govern, and recommend data across environments.

Does data fabric require centralising all data?

No, it provides unified access and governance across distributed data without physically moving everything into one repository.