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Prateek Jain

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#artificial intelligence Preprint Sep 2026

A Cost-Aware Agentic Architecture for NL-to-SQL over Nested Enterprise Schemas, with a New Benchmark

Natural-language-to-SQL systems have ad- vanced rapidly on academic benchmarks, yet production enterprise schemas exhibit graph- like, semi-structured, deeply nested structure that current benchmarks do not measure. We make two complementary contributions. First, we introduce the DevRev NL2SQL bench- mark: 900 executio...

Yoga Sri Varshan Varadharajan, Ajay Yadav, Ritesh Goru et al. · 0 citations

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