Can AI generate functional sql from natural-language questions ?
Cast your vote — then read what our editor and the AI models found.
'Show me revenue by month for the last fiscal year, broken down by product line' returns runnable SQL for most schemas.
Current AI systems can generate functional SQL from natural-language questions to a certain extent, with some systems able to handle simple queries and others capable of handling more complex ones. These systems typically use a combination of natural language processing and machine learning techniques to parse the natural-language question and translate it into a SQL query. However, the accuracy and complexity of the generated SQL queries can vary greatly depending on the system and the specific use case. The ability of AI to generate functional SQL from natural-language questions has many potential applications, including simplifying database querying and making data more accessible to non-technical users.
— Enriched May 9, 2026 · Source: ACM Digital Library — https://dl.acm.org
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