What is Kumo?

Kumo is an advanced machine learning (ML) platform that leverages Graph Neural Networks (GNNs) to deliver predictive analytics and insights directly from your relational data. Kumo simplifies the ML process by eliminating the need for extensive data preparation, allowing you to focus on generating valuable predictions and insights.

At the heart of Kumo is the predictive query, an easy-to-use programming interface that automates the major steps in a typical ML pipeline, including target label engineering, feature engineering, model architecture, hyperparameter search, and model deployment.

With Kumo's UI and REST API, you can tap into the power of graph ML to transition from raw data to predictions, in the shortest time possible, delivered continuously into production on a regular basis.

Key Features and Benefits

• Graph Neural Networks: Utilize GNNs to understand and predict complex relationships within your data, offering superior performance over traditional ML approaches.
• Declarative Querying: Kumo's intuitive predictive query language allows both beginners and advanced users to create and deploy models quickly and efficiently.
• Versatile Applications: Kumo supports a wide range of use cases including personalization, fraud detection, customer retention, anomaly detection, and more.
• Seamless Integrations: Kumo works natively on leading cloud data platforms (e.g., Snowflake, Databricks, Google Cloud BigQuery), allowing you to build and deploy ML models without the data ever leaving your data warehouse.

See for yourself how easy it is to go from raw data to predictions with Kumo: