Gartner’s 2019 Magic Quadrant for Data Management Solutions for Analytics

Disruption slows as cloud and non-relational technology take their place beside traditional approaches, the leaders extend their lead, and distributed data approaches solidify their place as a best practice for DMSA (Data Management Solutions for Analytics).

Gartner defines a data management solution for analytics (DMSA) as a complete software system that supports and manages data in one or many file management systems, most commonly a database or multiple databases. These management systems include specific optimization strategies designed for supporting analytical processing — including, but not limited to, relational processing, non-relational processing (such as graph processing), and machine learning or programming languages such as Python or R. Data is not necessarily stored in a relational structure, and can use multiple data models — relational, XML, JavaScript Object Notation (JSON), key-value, graph, geospatial and others.

Oracle, Microsoft-Azure, Amazon-AWS, SAP, Teradata, Snowflake, Google-GCP and IBM (blue suite) are the leaders in “Magic Quadrant for Data Management Solutions for Analytics”. Check out for the Niche Player category..