I wanted to ETL Data from AWS Postgres to Snowflake and other AI tools. I tried a lot of routes including moving it to S3 and then to Snowflake via Snowpipe. Sometimes the data pipe worked but sometimes I have to manually run the copy queries. After doing some research online I found out that Estuary Flow does the same pipe building with a click of a few buttons. The same day I was able to migrate millions of rows. My S3 cost was reduced and I was able to achieve near real-time streaming.

It was super easy to set up a real-time streaming data pipeline using change data capture for my database that lives in a secured network. The Estuary team was super helpful when I reached out for some support. Since then, the data flow has been continuously running without any issues for months. The data arrives in the destination in real-time, with schema changes properly handled. Setting up the connectors didn't take more than a few minutes and the many integrations made it super easy to connect all of our services. Our whole team is onboarded and uses Estuary every time they need a new pipeline.

I love the getting started experience, the UI is so intuitive and straight forward, we need more of that in the data engineering space! They also have a ton of CDC options which is in high demand and Estuary makes this super easy.