Best Self-hosted ETL Pipelines

A curated collection of the best self-hosted eTL (Extract, Transform, Load) Pipelines move data from source systems into warehouses or lakes for analysis. These tools support scheduling, data cleansing, schema mapping, and transformation logic. They ensure consistency and integrity of data across batch and real-time ingestion workflows.