Data Integration, ETL & Pipelines

ETL/ELT and data pipeline tools move and transform data between apps, databases, and warehouses. They provide connectors, scheduling, transformations, and monitoring to keep analytics data fresh and reliable. Use this category for ingestion, replication, reverse ETL, and pipeline orchestration tools across the modern data stack.