Nace AI's Drex for Search Tops Snowflake's MADQA Benchmark with 94.7% Accuracy on Enterprise Document Q&A

Nace AI's retrieval system for AI agents has reached the #1 position on Snowflake's MADQA benchmark, achieving 94.7% accuracy on a suite of 500 document-based question-answering tasks with Gemini 3.5 Flash as the reasoning model. The company's Drex for Search tool, designed to help autonomous agents locate exact answers in enterprise file collections, demonstrated a page-attribution F1 score of 88.2, indicating strong citation accuracy alongside answer correctness.