MongoDB Delivers Accurate AI Retrieval Wherever Enterprise Data Lives
PR Newswire
BENGALURU, India, June 30, 2026
New Voyage AI capabilities and Search for on-premises and private cloud let enterprises build accurate, compliant AI applications to run anywhere without rewriting their applications and relying on bolt-on toolsBENGALURU, India, June 30, 2026 /PRNewswire/ -- MongoDB, Inc. (NASDAQ: MDB) today announced new capabilities at MongoDB.local Bengaluru that address the two reasons enterprise AI projects routinely stall before production: retrieval that isn't accurate enough to trust and infrastructure that can't meet compliance requirements. voyage-context-4, Hybrid Search, and Native Reranking work together to improve retrieval accuracy, with Native Reranking alone improving retrieval quality by up to 30%*. The capabilities are powered by Voyage AI models that outperform Google and Cohere on the public Retrieval Embedding Benchmark leaderboard. Search and Vector Search are now generally available for MongoDB Enterprise Advanced and Community Edition, bringing the same retrieval capabilities Atlas customers rely on to on-premises, private cloud, and local environments where regulated enterprises and startups operate. Together, these capabilities give enterprises and builders a production-ready retrieval stack that is accurate, compliant, and deployable wherever their data lives.
