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Why the best AI apps are built on MongoDB

MongoDB has all the flexibility, performance, and security developers need to create transformative AI-powered experiences for a new generation of modern applications.
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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.

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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.

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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.

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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.

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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.

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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.

“If you’re building an early-stage company that is going to scale very rapidly, you need a database solution that isn’t going to break under the load of a huge volume of users. You need a fast-moving team with a reliable solution, and there really is one option in this space—and it’s MongoDB.”
Eno Reyes
Co-founder and CTO, Factory
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“If you’re building an early-stage company that is going to scale very rapidly, you need a database solution that isn’t going to break under the load of a huge volume of users. You need a fast-moving team with a reliable solution, and there really is one option in this space—and it’s MongoDB.”
Eno Reyes
Co-founder and CTO, Factory
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“Today, companies need to move extremely fast, and at very lean startups, you need to only focus on what you are building. MongoDB allows Tavily to focus on what matters most, our customers and our business.”
Rotem Weiss
CEO, Tavily
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“By leveraging Atlas Vector Search, our AI copilot can understand the context of user queries more effectively, drawing upon a rich database of indexed information. This leads to more accurate and contextually relevant responses, a key factor in providing an engaging and helpful user experience.”
Alex Prioni
Co-founder, Scalestack
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“As we went through explosive growth, we needed to come up with a strategy that enabled us to keep pace with our growth while maintaining pace of feature development. That's why we chose to go to MongoDB Atlas.”
Joe Croney
Vice President of Technology and Product Development, Arc XP
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MongoDB is built for modern AI use cases

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.

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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.

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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.

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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.

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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.

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Start building AI applications with MongoDB

With an operational database built for AI use cases and dedicated expert support to quickly go from prototype to production, the possibilities are limitless.
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