Data mesh and data fabric

Data fabric unifies data management across multiple sources in a secure and governed manner, overcoming challenges of data silos and fragmented landscapes.

Data mesh is a decentralized, autonomous, and self-governed architecture pattern that addresses the challenges of data silos, governance, and security. It enables organizations to build and operate data-driven applications in a distributed, resilient, and secure manner.

Data products are tools or applications that leverage data to provide valuable insights, predictions, and recommendations to help users make more informed decisions and optimize various processes.

A data product architecture consists of three layers: the bronze layer, the silver layer, and the gold layer. Each layer represents a different stage in the data processing and refinement process.