MariaDB Enterprise Platform 2027 Reaches General Availability with AI Retrieval Services
The new platform consolidates document RAG, read-only Text-to-SQL, agent memory, and semantic cache inside the operational database, with AI Retrieval entering public preview this month.
MariaDB announced the general availability of MariaDB Enterprise Platform 2027 on 4 November 2026. The platform consolidates Enterprise Server 12.3, MariaDB Exa for analytics on live data, GridGain in-memory processing, MaxScale, Enterprise Manager, and a Kubernetes Operator. A new AI Retrieval service, entering public preview on MariaDB Cloud later this month, combines document retrieval-augmented generation and validated read-only Text-to-SQL against operational tables through a single API, without a separate synchronization pipeline.
The platform also introduces Agent Memory and Semantic Cache on GridGain, alongside distributed vector search. Vendor-provided benchmarks claim up to 56 percent throughput improvement and a reduction of duplicate LLM calls by up to 86 percent; these figures are vendor claims from a sponsored HammerDB benchmark and have not been independently verified. A launch webinar is scheduled for 18 November 2026. The release continues a trend of operational database vendors positioning their platforms as context layers for AI agents.