MariaDB has announced the general availability of MariaDB Enterprise Platform 2027, a new version of its database platform that the company is positioning for applications built around artificial intelligence (AI) agents, with retrieval, agent memory, and semantic cache features built directly into the engine. The announcement, dated November 4, 2026, coincides with the launch of a new brand identity.
MariaDB Enterprise Platform 2027 in 30 seconds
- The platform is now generally available.
- It adds AI Retrieval, Agent Memory, Semantic Cache, vector search, and Raft-based clustering.
- AI Retrieval will arrive in public preview on MariaDB Cloud in late November.
- A MariaDB-sponsored benchmark from McKnight attributes a 56% increase in peak performance.
- The company is unveiling a new brand and will hold a webinar on November 18.
MariaDB’s move follows the same logic as other database vendors: sparing companies from having to stand up a separate vector database, a caching system, and another memory layer for their agents. The company argues that bringing all of that into the same relational engine simplifies the architecture and reduces the number of pieces that need to be maintained and secured.
Retrieval, memory, and cache inside the engine
The three main additions target specific needs of agents. AI Retrieval bundles the functions for finding relevant information in a company’s data and feeding it to the model — what the industry calls retrieval-augmented generation (RAG). Agent Memory lets an agent retain context across sessions. Semantic Cache stores answers to similar queries so the model doesn’t have to be called every time, which can cut latency and cost.
The rollout timeline isn’t uniform across the board. While the platform is declared generally available, AI Retrieval will first reach MariaDB Cloud in public preview in late November. The platform also includes MariaDB Exa, vector search, bring-your-own-cloud (BYOC) deployment options, and FIPS 140-3 certification, the US standard for cryptographic modules often required by government agencies and regulated industries.
Another piece relevant to infrastructure teams is support for Raft-based clusters, a widely used consensus algorithm for replicating data across nodes and maintaining consistency when one of them fails.
Vendor-sponsored performance figures
MariaDB says the new version delivers 56% more peak performance and up to 30% more vector queries per second. The first figure comes from McKnight Consulting Group testing based on a workload derived from HammerDB TPROC-C, and that testing was sponsored by MariaDB itself. It’s a useful data point as a general guide, but it’s no substitute for an independent evaluation or for the tests each team runs with its own workload.
The announcement features comments from Rohit de Souza, MariaDB’s CEO, and Tracy Strauss, chief marketing officer, along with Devin Pratt, an IDC analyst. The company doesn’t mention pricing or any changes to the Enterprise edition’s subscription terms.
The launch comes a year after the previous version, MariaDB Enterprise Platform 2026, which had already introduced vector features. The company has scheduled a webinar on November 18 to walk through what’s new.
A new brand for a company that changed hands
The rebrand accompanies a different chapter for MariaDB plc, which went private after being acquired by K1 Investment Management in 2024. Since then, the company has refocused its messaging on the Enterprise edition and cloud services. The new identity doesn’t affect MariaDB Server as an open-source project, which continues to be developed with the MariaDB Foundation.
Frequently asked questions
What does MariaDB Enterprise Platform 2027 include?
AI Retrieval, Agent Memory, Semantic Cache, MariaDB Exa, vector search, Raft-based clustering, FIPS 140-3 certification, and BYOC deployment.
Is it available yet?
Yes, MariaDB has declared it generally available. AI Retrieval will arrive on MariaDB Cloud in public preview in late November.
Where does the 56% performance improvement come from?
From McKnight Consulting Group testing based on HammerDB TPROC-C and sponsored by MariaDB.
Sources:
This article is also available in Spanish: “MariaDB lanza Enterprise Platform 2027 para agentes de IA y estrena marca,” on revistacloud.com.
