KumoRFM-2 outperforms supervised ML on enterprise relational data, requiring zero training.

KumoRFM-2 outperforms supervised ML on enterprise relational data, requiring zero training.

Kumo has unveiled KumoRFM-2, a next-generation foundation model designed specifically for structured enterprise data—marking a fundamental shift in how organizations generate predictions from their data warehouses. Unlike traditional machine learning pipelines that require months of feature engineering and custom model development, KumoRFM-2 enables teams to generate predictions instantly using natural language, without training or specialized expertise. At its core, the model represents a new category of AI: a relational foundation model that operates directly on enterprise data structures rather than flattening them into simplified tables. This distinction addresses one of the most persistent limitations in enterprise AI, where valuable relationships between datasets are often lost before modeling even begins. From Static Pipelines to Real-Time Predictive Systems Enterprise predictive analytics has historically been slow and resource-intensive. Each new use case—whether churn prediction, fraud detection, or demand forecasting—typically requires a separate pipeline, involving data cleaning, feature engineering, model training, and tuning. KumoRFM-2 replaces that entire workflow with a single, pre-trained system. Instead of building models, users define what they want to predict. The model interprets the request, constructs the necessary context from the underlying database, and produces predictions in a single pass. This is made possible through a combination of in-context learning...

KumoRFM-2 outperforms supervised ML on enterprise relational data, requiring zero training.

KumoRFM-2 outperforms supervised ML on enterprise relational data, requiring zero training.

KumoRFM-2 outperforms supervised ML on enterprise relational data, requiring zero training.

KumoRFM-2 outperforms supervised ML on enterprise relational data, requiring zero training.

KumoRFM-2 outperforms supervised ML on enterprise relational data, requiring zero training.

Kumo unveils KumoRFM-2, a revolutionary foundation model designed to surpass traditional machine learning on enterprise data, offering unprecedented capabilities.