reducing engineering load and providing flexible, reliable, analysis-ready data. Shooju’s core offering, Managed Energy Data Pipelines (or ETL-as-a-managed-service), focuses on the reliable and rapid delivery of data tailored to each client’s needs, tools, and workflows. It unifies internal and external sources, applies client-specific logic and enrichment, and delivers clean, AI-ready, analysis-ready data outputs.