The Channel AI tool allows users to ask data questions in plain English and receive automated answers from connected databases. It is designed to provide self-service data insights without requiring SQL knowledge. The tool also offers automated visualizations based on data preferences and allows for collaboration among teams to best understand and utilize data. The tool integrates with common data warehouses such as Snowflake, BigQuery, and Redshift, and employs secure design practices for data storage and encryption.