MariaDB plc today announced that it has entered into a definitive agreement to acquire GridGain Systems, Inc., the pioneer of in-memory computing and creator of open source Apache Ignite. By merging MariaDB’s AI-ready relational database with GridGain’s scalable, in-memory power, MariaDB is setting a new industry standard: sub-millisecond data infrastructure for the agentic era.
Closing the AI Latency Gap
As enterprises move beyond passive chatbots toward agentic AI – autonomous systems that reason, plan and execute tasks – they are quickly becoming limited by traditional data architectures. AI agents require real-time access to massive datasets with zero friction. This acquisition bridges that gap by fusing:
MariaDB’s reliability: Proven, ACID-compliant transactional integrity for the world’s most sensitive data, with native vector capability and AI support.
GridGain’s speed: Extreme-scale and in-memory processing that eliminates the disk-drive tax on performance.
The rise of agentic workloads has placed unprecedented demands on enterprise infrastructure, causing requirements to explode and requiring a level of scale and sub-millisecond latency that traditional systems simply weren’t built to handle. By uniting our platform with GridGain’s in-memory engine, we’re not just adding speed – we’re architecting the real-time foundation for the agentic enterprise.
Traditional database architectures built in the 1980s and 1990s are too slow for AI agents, which require real-time access to massive datasets with zero friction. This move elevates MariaDB beyond the traditional database category and into a different weight class alongside the industry’s major platform players.

