This talk shows our one-year production experience with DuckDB, a lightweight but powerful SQL engine that allows us to effectively manage tens of TB of data from a variety of sources. We'll detail why we chose DuckDB for our data architecture, its key benefits for managing large volumes, and the challenges we had to overcome when implementing it.