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The article describes deploying an AI text-to-sql system for a bank, highlighting that the model was less important than verification mechanisms, evaluation sets, and governance rules for production success.
Jitsu is an open-source event data pipeline that collects events from web, apps, and other sources, routing them to data warehouses like ClickHouse, Snowflake, and BigQuery with JavaScript functions for flexibility and a free tier for limited events.
A pattern for giving AI agents reliable access to data warehouses by using a curated semantic layer (Databricks Genie) instead of raw text-to-SQL, improving accuracy and governance. The agent calls Genie's Conversation API as a tool, receiving both natural-language responses and exact SQL.