From Conversation to Query: How Databricks Genie Frees Data Teams from Ad-Hoc Burden

Data analysts spend 50-70% of their time responding to ad-hoc requests, preventing strategic work. Databricks Genie tackles this bottleneck through a compound AI architecture where multiple specialized agents collaborate—parsing intent, retrieving relevant tables, generating SQL, and verifying results—making single-model text-to-SQL approaches obsolete and enabling business users to independently query data using plain English.