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Connect your data sources, query with SQL, get answers in seconds.


How it works

1. Connect your data sources

Add connections to your databases (PostgreSQL, MySQL) and SaaS tools (Stripe, HubSpot, Salesforce, Shopify, Google Sheets). For APIs we don't have a built-in connector for, use a JSON spec with rq connect. For one-time imports, push data from files or stdin.

2. Data syncs to Iceberg

Your data is automatically synced to Iceberg tables on S3. This open format means no vendor lock-in - the data is yours.

3. Query with SQL

Use the query editor or the Execute API to run SQL queries. Join across different data sources. Results in milliseconds, powered by DuckDB.

4. Build transforms

Define SQL transforms that build on your raw data. Reference other transforms, schedule runs, and visualize dependencies in the DAG view.