AI isn’t forcing change. It is the change.
Move past the promise and rethink what’s possible.
Why the best AI apps are built on MongoDB
Fluent Across Data Types
Stop fighting your schema. The document model matches your code, not the other way around. Handle any data type at scale—whether it's text, event streams, or vector representations of text, video, or audio for next-gen semantic search.
Distributed Architecture
Run AI workloads without slowing down your core operational database. MongoDB's modern architecture lets you isolate and scale independently. You get optimized performance for even the most demanding, unpredictable workloads.
Rapid Innovation
What happens when you give developers flexible tools? They move faster. MongoDB gives your teams the power to ship AI applications and deploy new features quickly. Don’t allow traditional data models to slow your growth.
Run Anywhere
MongoDB allows you to run anywhere—on your laptop, in your data center, across clouds, or in hybrid environments—to easily meet low-latency performance and data sovereignty requirements with no vendor lock-in.
Simplify Complexity
MongoDB delivers every capability you need for modern AI apps in one unified platform: text search, vector search, best-in-class embedding models from Voyage AI, and real-time operational queries. Stop managing a dozen tools.
Robust Security
Security and data protection are at the core of MongoDB. Industry-first queryable encryption protects data at rest where it’s stored, in motion over networks, and even while being processed to meet the most stringent regulatory and compliance requirements.

Co-founder and CTO, Factory

Co-founder and CTO, Factory
Co-founder, Scalestack
MongoDB is built for modern AI use cases
Semantic Search
Uncover the meaning and intent behind a query in order to provide accurate and context-aware search results.
Retrieval Augmented Generation (RAG)
RAG pairs information retrieval with text generation to combine relevant, proprietary knowledge with broad, generalized knowledge from LLMs, producing trustworthy responses.
Agentic AI
Agents extend LLMs, making them aware of their environments and equipped with capabilities such as tool calling, reasoning, and the ability to store both short- and long-term memory.
Expanding possibilities with partnerships and AI solutions
Empower innovation with MongoDB partner solutions
Unlock powerful integrations to accelerate app development, drive AI innovation, and extend MongoDB's value across industries.
Build your startup on an AI-ready foundation
Ship AI-native applications faster with the MongoDB for Startups program. Get free credits, expert technical advice, and the flexibility to scale.
Supercharge retrieval with Voyage AI
Voyage AI, part of MongoDB, delivers state-of-the-art embedding and reranking models that enable accurate, reliable retrieval for semantic search and AI applications.
Start building AI applications with MongoDB
- LLM and AI framework integrations
- Comprehensive reference architectures
- 125+ regions across clouds
- Expert support and tailored solutions
- On-demand AI training