Datafold's Migration Agent offers a groundbreaking solution for migrating legacy ETL systems to modern platforms like Snowflake, Databricks, and BigQuery by providing comprehensive code translation and refactoring capabilities. It supports major ETL tools, including Informatica, Talend, IBM DataStage, and SSIS, and addresses the complex challenges of moving from GUI-based and multi-language legacy systems to modern, declarative ELT workflows. Unlike traditional migration tools that focus solely on syntax translation, Datafold's AI-native engine ensures complete migration outcomes, managing the entire process from planning to validation and guaranteeing data parity through its proprietary data diffing technology. This innovation significantly reduces the time and effort traditionally required for such migrations, transforming what once seemed an impossible task into a feasible, efficient process.