Rill is a business intelligence tool that allows data engineers and analysts to create fast, self-service dashboards directly from raw data lakes, using its embedded in-memory database for rapid querying. It supports various data sources and provides a metrics layer for standardized business metrics, enabling real-time insights and integration with AI systems. Rill emphasizes ease of use with features like SQL-based definitions, YAML configuration, and Git integration for version control.