Features
AI code generation with GPT-5 and Claude Sonnet 4.6
Autonomous data agents for automated analysis
Real-time collaboration with commenting and version history
Scheduled notebook runs (hourly, daily, weekly, monthly)
Notebook API deployment for serving models
Interactive dashboards and data apps
No-code chart visualization
Run snapshots (immutable run history)
Polars DataFrame support (first-class in tables/charts)
Background execution and terminal
Spark and Snowpark integration
Variable explorer and autocomplete
Natural language querying for instant insights
AI Dashboard Generator with customizable themes
Data transformation: clean, merge, filter, reshape
Text analysis: sentiment detection, keyword extraction, translation
Scheduled reporting with Playbooks
Code transparency: view and export Python, SQL, R code
AI SQL Query Generator from natural language
AI Chart Maker and Spreadsheet Generator
PDF to Excel and bank statement to Excel converters
Web scraping from any website
Embeddable analytics chat with iframe
Knowledge Base for improved SQL accuracy
Row-level security for database connections
Data connectors: Google Sheets, BigQuery, Snowflake, MySQL, PostgreSQL, Supabase, MSSQL, and more
Data Explorer with curated datasets
