NVIDIA has released Kumo Relational, the first few-shot foundation model to outperform supervised machine learning on relational benchmarks. It predicts churn, demand, or fraud directly on databases without task-specific training or feature engineering, scales to over 500 billion rows, and is available through an open-source library or NVIDIA NIM.