Automating Large-Scale ETL Migration with AI

Our client needed to migrate approximately 300 data pipeline jobs from Talend, a proprietary ETL platform, to a modern Python and Spark-based stack. Manual migration would have required months of repetitive, error-prone work. We built NextGen, an AI-assisted migration tool that performs SQL-centric extraction and Java code simplification.