RavenDB Launches Quill to Bring Production AI Agents to Enterprise SQL Systems,No Migration Required
The new context layer connects to existing SQL databases and builds a governed, model-agnostic foundation for AI agents running on live operational data, in wee
Hadera, Israel, September 8th, 2026/TechnologyWire/-- RavenDB, a NoSQL document database with over 12,000 customers, has launched Quill, a context layer for SQL databases that enables production AI agents without migration or custom AI development. As AI becomes a priority for enterprises, CTOs and engineering leaders face the challenge of integrating AI into legacy SQL systems without costly and risky modernization efforts.
A Gartner survey revealed that 20% of AI initiatives fail, and only 28% achieve a positive ROI, often due to poor integration, governance, and alignment with operational needs. Oren Eini, founder and CEO of RavenDB, explains that Quill addresses this issue by providing a pre-assembled plumbing system to quickly deploy AI agents on top of existing SQL databases.
Quill connects directly to an organization's SQL database and adds a context layer, allowing for production-ready agents in weeks instead of months. The system remains authoritative and the AI stack, including search and retrieval, is included. Quill supports various messaging platforms and is model-agnostic, allowing teams to use any AI model.
With support for PostgreSQL, SQL Server, and MySQL, Quill can be deployed in the cloud or on-premises, meeting data-residency and regulatory requirements. For more information, visit https://ravendb.net/quill.
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