MariaDB plc has completed its acquisition of GridGain Systems, the company behind the Apache Ignite in-memory computing platform. The combined entity is building what MariaDB calls an “AI-Ready Operating Platform”, a unified system designed to handle the data velocity requirements of autonomous AI agents.
The logic behind the deal: as enterprises move from simple AI assistants to autonomous agents that reason and act independently, their data infrastructure needs to support real-time ingestion, complex reasoning and persistent state in a single layer. MariaDB argues that most organisations currently cobble this together from multiple disconnected systems.
By bringing GridGain into the fold, we are delivering a unified platform that does the heavy lifting for the enterprise. We are removing the friction of manual data assembly and defining the high-velocity grounding layer that AI agents need to be truly useful.
MariaDB cites a Gartner prediction that 40 per cent of enterprise applications will feature task-specific AI agents by 2026, up from less than 5 per cent in 2025. GridGain’s in-memory technology adds the speed layer; MariaDB contributes transactional and analytical database capabilities. The acquisition creates a single vendor for what was previously a multi-product stack, which should simplify procurement and support even if the “AI-Ready Operating Platform” branding is doing some heavy lifting at this stage.
