Integrations

Log-based CDC replication from Postgres 12+, including RDS, Aurora, and Cloud SQL.

Binlog-based change capture from MySQL and MariaDB, self-hosted or managed.

Change-stream replication from MongoDB Atlas and self-hosted replica sets.

CDC-based replication from Microsoft SQL Server 2016+ and Azure SQL.

Charges, invoices, subscriptions, and customers — synced incrementally via the Stripe API.

Standard and custom objects via the Bulk API, with automatic schema drift handling.

Orders, products, customers, and inventory synced from one or many storefronts.

Contacts, companies, deals, and engagement data from the HubSpot CRM API.

Tickets, users, and satisfaction ratings from Zendesk Support.

Issues, pull requests, commits, and repo metadata synced from the GitHub REST API.

Event and session exports from GA4 properties via BigQuery export or the Data API.

Receive Segment track, identify, and page events as a webhook destination.

Load into Snowflake with automatic clustering, merge-based upserts, and schema evolution.

Partitioned, clustered loads into BigQuery with streaming or batch ingestion.

COPY-based bulk loads into Redshift and Redshift Serverless via S3 staging.

Delta Lake tables on Databricks with Unity Catalog support.

COPY-based bulk loads into your own Postgres — reporting replicas without a warehouse.

Parquet, JSON, or CSV files landed in your bucket with Hive-style partitioning.

Structured file drops to GCS buckets, ready for external tables.

Publish change events to Kafka topics for downstream stream processing.