Couchbase launches unified AI Data Plane to help enterprises scale agentic AI

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Couchbase has announced the general availability of its AI Data Plane, a unified data infrastructure designed to help enterprises move AI agents from pilot projects to production by providing persistent memory, real-time context retrieval and governed data access across cloud, edge and lakehouse environments.

The company said the platform addresses one of the biggest barriers to enterprise AI adoption, the fragmented data infrastructure that often forces organisations to combine separate vector databases, caching systems and document stores to support AI agents. The AI Data Plane brings these capabilities together into a single operational layer, enabling enterprises to build more reliable and scalable agentic AI applications.

The platform combines Agent Memory, an Agent Catalog for discoverable agent tools, and an enterprise-supported Model Context Protocol (MCP) server, while supporting deployment across both Couchbase Capella and self-managed environments. It also integrates with lakehouse architectures through Enterprise Analytics 2.2, which introduces Apache Iceberg federation...

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