text-to-SQL failure modes

The 72-point accuracy gap between academic SQL benchmarks and real enterprise financial databases

text-to-SQL enterprise accuracy

Why 86% Accuracy Doesn't Survive Your Database?

Why AI data tools score 86% on SQL benchmarks but fail on real enterprise data: the four failure modes, the 72.05-point benchmark gap, and how to close it.