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Here's Who Made Gartner's 2019 Magic Quadrant For Data Management Solutions For Analytics

These 19 developers of data management solutions for business analysis tasks include established software developers, upstarts and cloud service providers. Here's a look at how they are positioned in the fast-moving big data management industry.

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DMSA Magic Quadrant Methodology

Vendor positioning in the magic quadrant is determined by their ability to execute and their completeness of vision.

Ability to execute is primarily concerned with vendors' capabilities and maturity, Gartner said, as well as their products' portability and ability to scale and run in different operating environments. Vendors were evaluated according to their product or service, their overall viability, sales execution and pricing, marketing responsiveness and execution, and customer experience.

The criteria for completeness of vision assessed a vendor's ability to understand the functional capabilities needed to support DMSA environments, Gartner said, and their ability to develop a product strategy that meets market requirements and trends. Vendors were evaluated according to their product strategy, marketing and sales strategies, market understanding, geographic and vertical industry strategies, business model and ability to innovate.

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