Query the future.

Higher Accuracy

Kumo’s best-in-class graph learning tech has meaningfully higher accuracy, even with an order of magnitude less training data.

Faster Training

Kumo can train on large-scale databases in minutes (not hours/days).

Built-in ML Ops

Automatically go from your raw data at point of storage to making predictions in production robustly over time

Support for All User Groups

All users are supported, from out-of-the-box predictive analytics for analysts to advanced customizations/outputs for sophisticated ML/DS users.

Comprehensive Explainability

Explain your predictions with the contribution value of every cell of every table in your database.

Representation learning led to AI breakthroughs in image and language processing -- but, to date, representation learning methods have been largely limited in applicability to images (matrices) and text (sequences).

Graph Neural Networks (GNNs) generalize representation learning to graph data. GNNs are the only deep learning architecture that is not fixed but adapts to the shape and structure of the underlying data.

Kumo brings GNNs to enterprise data in a way that is both scalable and easy to use. Kumo ingests raw enterprise data and learns to represent it automatically and optimally in graph form, delivering better accuracy even with less training data.

Better Together

We believe enterprise data is inherently highly connected—and that insight about connectedness powers our AI tech. We also believe that the best teams are highly connected. We are all nodes in the network; we are better together.

Optimistic About Innovation

We are optimistic by nature, and in particular about the massive potential of AI and graph learning. The possibility and promise of GNNs, rendered easy and usable for any enterprise to use, motivates our work.

Customer-Centric

We have seen firsthand the incredible effort to implement a single, production-quality predictive model. With Kumo, the team aims to solve this problem and make graph learning easy to use, so any business (and person and user) can leverage the power of graph-based AI in minutes.