In enterprise data analytics, querying relational warehouses has traditionally required specialized SQL knowledge or static business intelligence dashboards. With modern generative AI, organizations are transitioning to autonomous Text-to-SQL data agents capable of translating ambiguous business questions into valid SQL queries, …