How C3 AI Data Intelligence Agents Beat State-of-the-Art Text-to-SQL Systems
C3.ai, Friday, July 24th, 2026
C3 AI's Data Intelligence agents match or beat state-of-the-art text-to-SQL systems on enterprise benchmarks.
C3 AI details its Data Intelligence Suite, which uses three specialized agents (Data Interpreter, Schema Creator, and Query Generator) to automate enterprise data integration. The agents help domain experts understand, structure, and query fragmented data without lengthy handoffs to technical teams. In autonomous testing, the system matches or outperforms specialized state-of-the-art text-to-SQL systems across multiple benchmarks, using a general-purpose LLM paired with execution-grounded validation in cloud sandboxes.