Kumo AI – Predictive AI Platform for Relational Data
Kumo AI is a predictive AI platform that helps businesses build and deploy models directly on their relational data without the need for manual feature engineering. Leveraging Graph Neural Networks (GNNs) and Relational Deep Learning (RDL), it accelerates model development by up to 20× compared to traditional approaches. With integrations into platforms like Snowflake and Databricks, Kumo ensures seamless data processing and governance. Enterprises can use it to enhance fraud detection, customer segmentation, recommendation systems, and risk scoring. Unlike conventional ML workflows, Kumo eliminates the complexity of manual preprocessing and lets teams focus on outcomes. Data scientists benefit from faster prototyping, while business leaders gain actionable predictions to drive decisions. Its ability to process complex relational data makes it ideal for industries like finance, e-commerce, and telecom. By combining speed, accuracy, and usability, Kumo AI enables organizations to unlock the predictive power of their data at scale.