In every data-driven organization, insights are only as reliable as the data pipeline feeding them. At the core of this pipeline lies ETL — Extract, Transform, Load — a structured framework that converts raw, scattered data into clean, analysis-ready intelligence.
In large enterprises, ETL processes handle millions to billions of records daily, ensuring dashboards, predictive models, and executive reports are accurate and up-to-date.
Let’s explore ETL in depth — technically, statistically, and strategically.