Rapid and Customizable
Reverse ETL
Configure in minutes with YAML. Customize with SQL and inline Python. Scale from simple syncs to complex workflows. No rigid black boxes, no SaaS lock-in.
Everything missing from existing reverse ETL tools
Create fine-tuned connectors in minutes
Stop searching for pre-built connectors or working around their limitations. Configure connectors to any API, fine-tuned for your exact requirements, in minutes.
No per-row cost
Deploy open source on your infrastructure with zero per-row fees. No pricing surprises as you scale, no SaaS lock-in.
True scalability from simple to enterprise
Start with basic table-to-API syncs and scale to complex multi-step workflows with sophisticated customer journey orchestration.
Code-first over GUI clicks
Define your workflows as code with simple YAML files. Version control, collaborate via pull requests, and deploy with CI/CD. No more losing track of changes in black-box systems.
Unlimited customization with SQL and inline Python
Transform your warehouse data with familiar SQL. Use inline Python snippets for complex API formatting and response handling. Build sophisticated business logic that GUI tools cannot support.
Update Mailchimp with
customer metrics from Snowflake
snowflake-to-mailchimp.yml with the following 3 simple steps to get it running in minutes.Prepare data for API in SQL
Create segments from customer metrics and filter for recent updates.
Update API from prepared table
Iterate over the table to update Mailchimp with customer metrics. Python is used for advanced URL construction and flexible body formation.
Schedule for regular execution
Add a cron schedule to run the flow daily.