# AI

SingleStore’s AI Services offer a comprehensive set of features that bring built-in intelligence, seamless AI/ML model integration, and scalable AI-powered workflows directly to SingleStore databases.

These features include:

* **Database Integration**: AI Services connect directly to SingleStore, eliminating data movement while enabling models and functions to execute with low latency on real-time data. They provide easy integration with SingleStore pipelines and notebooks.
* **In-Database Analytics**: AI Services run alongside SQL queries, enabling inference, real-time insights, multi-database integration, and LLM-powered workflows directly in SingleStore.
* **Secure Isolation**: AI services provide role-based access control (RBAC) at the database level, securing both data and the associated AI applications.
* **Scalability**: AI applications scale automatically based on their workload.
* **Monitoring**: Built-in logging and metrics track workload performance, inference latency, and model accuracy for full observability.

## In this section

* [Aura Analyst](https://docs.singlestore.com/cloud/ai/aura-analyst.md)
* [AI & ML Functions](https://docs.singlestore.com/cloud/ai/ai-ml-functions.md)
* [Models](https://docs.singlestore.com/cloud/ai/models.md)
* [SingleStore MCP Server](https://docs.singlestore.com/cloud/ai/singlestore-mcp-server.md)
* [SingleStore AI Rules](https://docs.singlestore.com/cloud/ai/singlestore-ai-rules.md)

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Modified at: December 9, 2025

Source: [/cloud/ai/](https://docs.singlestore.com/cloud/ai/)

(An index of the documentation is available at /llms.txt)