RavenDB Launches Quill to Bring Production AI Agents to Enterprise SQL Systems,No Migration Required

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Hadera, Israel, September 8th, 2026/TechnologyWire/--RavenDB, a NoSQL document database used by more than 12,000 customers, today announced the launch of its new product, Quill, a context layer for SQL databases that makes them ready for production AI agents without migrating the system of record or architecting a custom AI stack.

With AI becoming a board-level mandate, CTOs and VPs of engineering are under pressure to ship AI capabilities fast. But for organizations whose mission-critical data sits in legacy SQL systems, built years before embeddings or agents existed, AI can’t access their data. Modernizing or replacing the systems is expensive, risky, and time-consuming. By the time the system is updated, nobody remembers what the project was supposed to achieve or how ROI was measured.

Recently, a Gartner surveyof infrastructure and operations leaders found that one in five AI initiatives fail, and only 28% report a positive ROI,...

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