Skip to main content

AI Features

Rill includes AI capabilities across both development and data exploration.

Build Projects with AI​

Rill projects are defined as YAML and SQL files, which makes them a natural fit for AI coding agents. Run rill init to generate agent instructions for Claude Code, Cursor, or other tools, then use your AI agent to build connectors, models, metrics views, and dashboards. See the Agentic Quickstart to get started.

AI Chat​

AI Chat is built directly into Rill Cloud, allowing you to:

  • Ask questions about your data in natural language
  • Get instant insights without writing SQL queries
  • Explore metrics and dimensions conversationally
  • Receive explanations and recommendations

AI Chat understands your project's metrics views, measures, and dimensions, providing context-aware answers based on your data structure.

Rill MCP Server​

The Rill MCP Server connects your Rill projects to external AI assistants like Claude Desktop using the Model Context Protocol. This enables you to:

  • Query your Rill data from Claude Desktop or other MCP-compatible tools
  • Get governed, accurate analytics through AI assistants
  • Maintain security and access controls while using external AI tools
  • Leverage advanced AI capabilities for data analysis