Building Reliable Data Analytics Agents: Lessons from the KDD Cup
NVIDIA's KGMON team placed second in KDD Cup 2026 by simplifying agent harness design
NVIDIA's KGMON team achieved second place in the KDD Cup 2026 Data Agents competition using a design philosophy centered on smaller, clearer, and more verifiable agent harnesses. The competition required agents to answer natural-language questions across heterogeneous data sources including databases, CSVs, PDFs, and video. This offers practical engineering signal for teams building production data analytics agents.