Staying Compliant in the World of AI

In modern data pipelines, moving data from one system to another is only half the battle—ensuring that data is correctly transformed and structured is just as critical. Enter Airbyte Mappings, a powerful feature that enables seamless column-level transformations and standardization across diverse sources and destinations. This talk explores how Mappings simplify data integration workflows, reduce the need for custom transformation logic, and improve pipeline reliability. We'll discuss common pitfalls in data transformation, the risks of inconsistent mapping definitions, and the benefits of declarative transformations in maintaining clean, structured data. Through real-world examples, attendees will gain actionable insights into how to leverage Airbyte Mappings to enhance data quality, minimize ETL complexity, and accelerate time-to-value in their data ecosystem.