Category Data Lineage

AI Data Governance, Data Lineage, 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.

James
May 3, 2026

AI Data Governance, Data Lineage, SQL Parser

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.

James
May 3, 2026

AI Data Governance, Data Lineage, SQL Parser

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.

James
May 3, 2026