MariaDB acquires GridGain to build sub-millisecond infrastructure for AI applications

MariaDB Targets AI Agent Infrastructure with GridGain Acquisition

Database management company MariaDB announced it is acquiring GridGain Systems, the creator and main developer of Apache Ignite, to build more robust data infrastructure for AI applications and agentic workloads 1

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. The combination will create a unified hybrid cloud platform capable of handling transactional and analytical workloads alongside AI use cases in what MariaDB describes as a "single, high-velocity system" 2

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. Financial terms were not disclosed, with the deal subject to customary closing conditions 1

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In-Memory Computing Delivers Sub-Millisecond Latency for Agentic AI Systems

GridGain specializes in in-memory computing technology that sits atop standard databases to accelerate data processing by storing compute tasks in a computer's memory rather than relying on slower disk drives 1

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. This approach enables sub-millisecond latency, which MariaDB CEO Rohit de Souza said is essential for agentic AI systems that automate work on behalf of humans and require real-time access to massive datasets 1

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. "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," de Souza stated 2

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Competing Against Oracle and Hyperscalers with Open Technology Stack

By combining its relational database with GridGain's in-memory data grid, MariaDB aims to provide what it calls a "high-performance, scalable, open alternative to the rigid lock-in of Oracle and the fragmented complexity of hyperscalers" 2

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. The company is specifically targeting the separate, disconnected data services offered by cloud providers as an area where its unified approach can differentiate 2

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. GridGain CTO Lalit Ahuja emphasized that "enterprises today cannot afford the latency introduced by siloed data architectures," adding that the combined technology stack will unlock high-performance computing capabilities that power the next generation of AI applications 2

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MariaDB's Momentum Following K1 Investment Management Acquisition

The GridGain acquisition signals MariaDB is gaining momentum after financial problems derailed its bid to go public in December 2022 1

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. The company was acquired by private equity firm K1 Investment Management in September 2024, and has since made strategic moves to strengthen its position 1

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. In August, MariaDB reacquired SkySQL, its former subsidiary offering cloud-based database-as-a-service that provides more flexible deployment options 1

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. The company also launched MariaDB Enterprise Platform 2026, which features retrieval-augmented generation pipelines for developing agentic applications 1

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. Founded in 2012 by the original developers of the open-source MySQL database, MariaDB is now positioning itself to accelerate data processing for the emerging demands of AI agents and high-performance computing scenarios 2

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