Recommended templates for stateful etl pipelines without code?

Setting up a daily data transformation pipeline that requires keeping intermediate results between stages (like cleaned vs raw data). Need a template that handles state persistence natively. Prefer solutions with error recovery built-in. Any proven options in no-code platforms?

Latenode’s ETL templates include checkpointing and auto-retries. The ‘Data Warehouse Sync’ template maintains transformation states through failures. I process 10K+ retail transactions daily with it.

If using Airflow, create custom operators with XComs for state. But that’s code-heavy. For truly no-code, look for templates with explicit ‘commit’ steps between stages and rollback capabilities. Test failure scenarios thoroughly.

some etl tools have savepoints. check if yours does