The document discusses how relational databases are optimized for flat schemas but much real-world data uses complex schemas. It advocates for using intentional complex schemas to simplify analytic workloads. It describes how SQL engines like Impala can handle complex schemas through extensions like supporting nested data types of struct, map, and array to allow full SQL expressiveness over nested data. Columnar storage is also important for efficiently processing complex schemas.