Generates full functions, code completions, and SQL queries from simple instructions or comments, aiming to reduce lookup time and boilerplate for data scientists, analysts, and engineers. It integrates with notebooks and cloud editors to insert suggestions with a single keystroke.

Supports common data workflows — including Python libraries, BigQuery, and notebook environments — and can translate natural language into parameterized SQL, explain existing code in plain terms, and produce multi-step functions tailored to a project's style. Delivery is via a browser extension and editor integrations for in-browser platforms.

Includes a demo, documentation, and a community Slack for learning best practices and sharing feedback. The product emphasizes productivity gains for prototyping, data cleaning, model training, and producing repeatable data pipelines.