How to Analyze SQL with LLMs Without Database Access?

SQL analysis is essential for extracting insights from data, but it can be challenging for non-technical users. Integrating SQL databases with Large Language Models (LLMs) allows users to pose questions in plain language and receive SQL queries as responses. However, this approach raises data security and privacy concerns. To safely leverage LLMs, businesses can use sandbox environments, unconnected query translators, and architecture that hides real data. These methods ensure secure and efficient data analysis while avoiding direct access to live databases.