LLM SQL Guard Architecture: Parser, Catalog, Policy Engine, Audit Log
A practical reference architecture for securing LLM-generated SQL before execution, covering parser, catalog binding, policy engine, risk scoring, repair loops, and audit logs.
Category SQL Parser
Text-to-SQL Security: 10 Risks Before Production Deployment
Before a Text-to-SQL system reaches production, teams should validate more than SQL syntax. This checklist covers 10 risks: unsafe statements, hallucinated fields, PII exposure, permission bypass, high-cost queries, wrong joins, audit gaps, and more.
Why Enterprises Should Not Let LLMs Execute SQL Directly
Enterprises should not let LLMs execute SQL directly because generated queries need deterministic validation, permission checks, risk scoring, and audit before reaching a database.
What Is an LLM SQL Guard?
An LLM SQL Guard checks AI-generated SQL before execution and returns structured feedback that helps an LLM produce safer, more accurate queries.