A data fabric is a design framework for creating flexible and reusable data pipelines, services, and semantics. It uses data integration, active metadata, knowledge graphs, profiling, machine learning, and data cataloging. Data Fabric changes the main approach to data management, which is “build to suit” for data and use cases and replaces it with “observe and leverage”.