ETL Pipeline Setup Checklist for SaaS Teams

Most ETL problems come from missing basics, not advanced tooling.

Use this checklist before shipping a new pipeline.

ETL setup checklist

• Source owner is defined
• Refresh schedule is written down
• Schema changes are tracked
• Failure alerts go to one owner
• Retry logic is tested
• Output table has clear grain
• Data quality tests run on every deploy

Keep the first version small

Start with one source and one output table.

When that is stable, expand scope.

What good looks like

A good ETL pipeline is boring:

• it runs on schedule
• failures are visible
• fixes are fast
• downstream dashboards stay trusted

That is the real goal.