Matillion ETL

Open the canvas, pick your warehouse, and start building a pipeline in minutes. Matillion ETL connects to BigQuery, Redshift, and Snowflake, plus a wide range of apps and databases. Authenticate once, choose tables or API endpoints, and drop a Load step into your job. Use guided setup to stage files in cloud storage, auto-detect schemas, and map fields. Add parameters for source and target so the exact same job runs in dev, test, and prod. Preview sample rows to confirm you’re ingesting the right data before you hit Run.

Shape and model data with drag-and-drop steps instead of writing SQL by hand. Join systems, clean and standardize columns, compute metrics, and pivot or unpivot for reporting. Components push work down to the warehouse engine, so large joins and aggregations rely on native performance. Insert validation checks for nulls, ranges, and referential rules; route bad records to quarantine tables. Capture audit fields, deduplicate, manage slowly changing dimensions, and publish tables or views your analysts can query immediately.

Chain tasks into end-to-end flows that load, transform, and publish in one run. Schedule by time or event, set dependencies to control order, and limit concurrency to protect shared resources. Use variables for dates and partitions to process only new or changed data. Monitor progress in real time, inspect logs by run, and push alerts to Slack, email, or webhooks. On failure, retry with backoff or trigger cleanup steps. Track lineage from source to output, version jobs in Git, and promote changes safely across environments. more