{"slug": "mariadb-upscales-into-single-database-for-enterprise-ai-agents", "title": "MariaDB upscales into single database for enterprise AI agents", "summary": "MariaDB has released MariaDB Enterprise Platform 2027, a database platform it positions as a single source of multi-modal data for enterprise AI agents, with vector search built natively into the core engine delivering up to 30 percent more queries per second and 56 percent higher peak throughput than the last major release in third-party testing. The platform bundles MariaDB Enterprise Server 12.3, MariaDB Exa, MariaDB GridGain, MariaDB MaxScale, MariaDB Enterprise Manager and the MariaDB Enterprise Kubernetes Operator, and adds Agent Memory, Semantic Cache, AI plugins for coding agents such as Claude Code and Codex, and FIPS 140-3 certification. CEO Rohit de Souza said \"The AI race won't be won by the smartest model. It will be won by the companies that unify the infrastructure underneath their agents.\" MariaDB Enterprise Platform 2027 is generally available now, while MariaDB AI Retrieval is in public preview on MariaDB Cloud.", "body_md": "AI/ML\n\n# MariaDB upscales into single database for enterprise AI agents\n\nMariaDB has launched a major new version of its database to function as a single source of multi-modal data for enterprise AI agents.\n\nMariaDB Enterprise Platform 2027 is the new product with faster performance, mission-critical transactions, real-time analytics, in-memory speed, AI tooling and multi-region scale. It’s now positioning the product as the unified open database platform for the agentic enterprise.\n\nCEO Rohit de Souza said: “The AI race won’t be won by the smartest model. It will be won by the companies that unify the infrastructure underneath their agents. Every system you bolt on for AI adds another seam, and seams break. Agents need a durable foundation that doesn’t shift underneath them, so you can trace every action they take. That’s why we build outward from the transactional core that already runs our customers’ most critical systems. MariaDB has moved far beyond being just a database. We are the platform the agentic enterprise is built on.”\n\nMariaDB wants to be a single source of data for agents because then agents deliver results faster, it believes, than if they have to cope with data spread across multiple operational databases, a warehouse, vector stores, ETL engines and caches. It asserts every integration between them adds latency, synchronization lag and acts as another point of failure.\n\nThe new software features:\n\n- Faster agent building as AI Retrieval grounds agents in documents and live operational data through one managed service, turning natural-language questions into read-only SQL. AI plugins bring MariaDB expertise into coding agents such as Claude Code and Codex, so developers get correct code the first time.\n- Agent Memory gives agents a durable, in-memory store shared across sessions, so long-running agents pick up where they left off.\n- Semantic Cache returns stored answers to questions already asked in different words, cutting response times and token costs.\n- MariaDB Exa runs real-time analytics on live operational data without complex pipelines.\n- Vector search, built natively into the core engine, now delivers up to 30 percent more queries per second than the last major release, so AI applications get relevant results sooner.\n- 56 percent higher peak throughput over the last major release in third-party testing, while Raft clustering and conflict detection and resolution add scale and resilience for multi-region deployments.\n- A unified set of role-based access controls spans every workload.\n- Bring Your Own Cloud lets enterprises keep data where they choose,\n- FIPS 140-3 certification ensures that federal and other regulated enterprises can meet their cryptography requirements.\n\nMariaDB Enterprise Platform 2027 includes:\n\n- MariaDB Enterprise Server 12.3,\n- MariaDB Exa,\n- MariaDB GridGain,\n- MariaDB MaxScale,\n- MariaDB Enterprise Manager\n- MariaDB Enterprise Kubernetes Operator.\n\nIt runs on premises, in any cloud or as a managed service on MariaDB Cloud.\n\nMariaDB Enterprise Platform 2027 is generally available now. MariaDB AI Retrieval is available in public preview on MariaDB Cloud.", "url": "https://wpnews.pro/news/mariadb-upscales-into-single-database-for-enterprise-ai-agents", "canonical_source": "https://www.blocksandfiles.com/ai-ml/2026/11/04/mariadb-upscales-into-single-database-for-enterprise-ai-agents/5307312", "published_at": "2026-11-04 11:11:00+00:00", "updated_at": "2026-11-04 11:26:29.186096+00:00", "lang": "en", "topics": ["artificial-intelligence", "ai-agents", "ai-infrastructure", "ai-tools"], "entities": ["MariaDB", "MariaDB Enterprise Platform 2027", "MariaDB Enterprise Server 12.3", "MariaDB Exa", "MariaDB GridGain", "MariaDB MaxScale", "Rohit de Souza", "MariaDB Cloud"], "also_reported_by": [], "alternates": {"html": "https://wpnews.pro/news/mariadb-upscales-into-single-database-for-enterprise-ai-agents", "markdown": "https://wpnews.pro/news/mariadb-upscales-into-single-database-for-enterprise-ai-agents.md", "text": "https://wpnews.pro/news/mariadb-upscales-into-single-database-for-enterprise-ai-agents.txt", "jsonld": "https://wpnews.pro/news/mariadb-upscales-into-single-database-for-enterprise-ai-agents.jsonld"}}