Key takeaways
- The AI era is shifting the focus from individual applications to the underlying infrastructure, as traditional databases struggle to keep up with the intense speed and reasoning requirements of AI agents.
- MariaDB is building the first AI-Ready Operating Platform by integrating GridGain’s high-velocity, in-memory capabilities to handle mission-critical workloads at scale.
- To avoid being left behind by an accelerating tech cycle, enterprises must move away from "stitching" together disparate systems and adopt a unified, high-velocity grounding layer for their data.
Eighteen months ago, when I joined MariaDB, the industry was already feeling the first tremors of the AI boom. While the world focused on the “froth” – the flashy consumer apps and chatbots – the enterprise conversation was stuck on adoption: Will people use it? Will they trust it?
Today, we know the answer is a resounding “yes.” Employees and management alike are eager to leverage AI. But as we move from simple chatbots to Agentic AI, a more formidable obstacle has emerged. The real barrier isn’t human acceptance; it is the lack of durable, high-velocity systems capable of supporting AI as a systematic part of the enterprise fabric.
With our acquisition of GridGain, MariaDB is closing that gap. We aren’t just adding a tool to our belt; we are accelerating our vision to build the industry’s first AI-Ready Operating Platform.
The Great Infrastructure Shift: From Apps to Engines
For three decades, the tech industry has been “application-centric.” We built our businesses around ERP, CRM, and supply chain software – the “systems of record.”
In the agentic era, these applications are being marginalized. AI can now replicate their functions faster and more accurately than any traditional siloed system. While the market’s reaction to SaaS valuations may be volatile, the underlying shift is undeniable: The value pendulum is swinging back to Infrastructure.
Every AI solution begins with a transaction or an event. Every agentic workflow requires a foundation that understands ACID compliance, reliability and extreme durability. However, most databases in use today were architected in the 1980s and 90s. They were built for human speed, not agentic speed.
The 1,000x Intensity Gap: Human users query a database. AI Agents iterate. They reason, transact and loop, pinging the database at orders of magnitude faster than any human ever could. Standard databases simply weren’t built for this level of intensity.
To make AI truly mission-critical, enterprises need a high-velocity grounding layer that can handle this 1,000x scale.
Strengthening a Global Footprint
We didn’t start this journey from scratch. MariaDB already powers some of the most trusted database footprints in the world. As the third-largest modern relational database ecosystem, we are the backbone for thousands of enterprises and millions of developers.
Over the last 18 months, we have methodically added the foundational elements for this new era:
- Elasticity: An easy, cloud-native experience.
- Intelligence: Native vector search for RAG-based AI.
- Real-Time Insights: MariaDB Exa for analytics without the friction of ETL.
Why GridGain? The End of “Loosely Compatible” Systems
Enterprises are tired of “stitching.” They are weary of managing a “basket of doorknobs” – disparate, loosely compatible systems that fail the moment a mission-critical workload scales.
By bringing GridGain into the MariaDB fold, we are removing that friction. We are unifying:
- Reliable Transactions
- Deep Analytics
- Sub-millisecond In-Memory Velocity
We have fused these into a single, cohesive platform, supported 24/7 on a global scale. This is the “high-velocity grounding layer” the agentic era demands.
The Future Won’t Wait
I have witnessed many tech cycles, but none have moved with the velocity of this exponential AI boom. In this environment, the traditional five-year roadmap is dead. What we expected to take five years to a decade to come about, is happening in two to three years.
The shift to the Agentic Enterprise is not a distant goal; it is a current necessity. Companies waiting for legacy infrastructure to “catch up” will find themselves left behind. At MariaDB, we have assembled the experts, the real-time capabilities and the massive footprint required to lead this era.
The agentic enterprise starts here. Let’s help you build what’s next.
