Published: 12 November 2026
Data and analytics leaders rely on cloud operational DBMSs to power next-generation AI-driven intelligent applications. This report highlights essential capabilities and evaluates core enterprise use cases ranging from OLTP and agentic AI workloads to multimodel consolidation and operational analytics.
Gartner Critical Capabilities research complements Gartner Magic Quadrant™ analyses by offering deeper insights into products and services provided by multiple vendors in specific markets, focusing on how well each product meets detailed functional requirements rather than on the vendors’ overall market positioning.
For more information, see the FAQ on How Products and Services Are Evaluated in Gartner Critical Capabilities or visit the Gartner Critical Capabilities methodology page.
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