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MongoDB is a developer data-platform company whose core product, MongoDB Atlas, provides managed document databases, search, vector search, synchronization and application-development capabilities. Its document model supports rapid iteration for modern applications, while AI-native apps increase demand for flexible data models and vector retrieval.