DataFunTalk

Oct 20, 2026 · Artificial Intelligence

Xiaomi Data Agent: Why Engineering Harness Beats Model Alone for Production Analytics

Xiaomi details its production Data Agent architecture — multi-level semantic fallback, multi-path SQL generation with voting, data lineage traceability, automated evaluation loops, and anti-decay monitoring — achieving 90%+ accuracy across finance, HR, and billing scenarios with 10x efficiency gains.