Kumo

Overview

Kumo is a software company based in the United States, founded in 2021, specializing in business intelligence software. With a small team of 11 to 50 employees, Kumo focuses on providing predictive AI solutions that streamline the machine learning workflow. The company’s primary offering is a native application designed to operate within the Snowflake ecosystem, facilitating the deployment and management of AI applications. According to their published white paper, Kumo enables users to specify learning tasks using a SQL-like predictive query language, automating data preparation, model optimization, and MLOps processes. This approach allows for rapid generation of batch predictions and embeddings with minimal coding required. Kumo emphasizes the elimination of feature engineering through deep representation learning, which enhances model accuracy and accelerates the time-to-value for clients. The platform maintains strict access control and security compliance by operating within the client’s Snowflake environment, ensuring that all governance protocols are adhered to while integrating seamlessly with existing workflows.

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