Kumo.AI

Kumo.AI

Software Development

Mountain View, California 9,286 followers

Query the Future!

About us

We are among the TOP 50 AI companies globally according to Forbes, dedicated to Democratizing AI on the Modern Data Stack. The team behind PyG (PyG.org) is working on a turn-key solution for AI over large scale data warehouses. We believe the future of ML is a seamless integration between modern cloud data warehouses and AI algorithms. Our ML infrastructure massively simplifies the training and deployment of ML models on complex data. With over 40,000 monthly downloads and nearly 13,000 Github stars, PyG is the ultimate platform for training and development of Graph Neural Network (GNN) architectures. GNNs -- one of the hottest areas of machine learning now -- are a class of deep learning models that generalize Transformer and CNN architectures and enable us to apply the power of deep learning to complex data. GNNs are unique in a sense that they can be applied to data of different shapes and modalities.

Website
http://kumo.ai
Industry
Software Development
Company size
11-50 employees
Headquarters
Mountain View, California
Type
Privately Held
Founded
2021
Specialties
Artificial Intelligence, Machine Learning, and Modern Data Stack

Locations

  • Primary

    357 Castro St

    Suite 200

    Mountain View, California 94041, US

    Get directions

Employees at Kumo.AI

Updates

  • View organization page for Kumo.AI, graphic

    9,286 followers

    Build predictive AI models in @Snowflake Kumo helps data scientists build highly accurate predictive AI models that predict user and customer behavior by combining graph learning over enterprise data and generative AI models trained on public data - all entirely within Snowflake. Graph transformers eliminate feature engineering and create predictive AI models from your Snowflake data. A graph neural network brings deep learning across the entirety of relational data inside Snowflake. Open-source and commercial LLMs like Cortex unlock unstructured data for even better predictions. Kumo’s AI learns directly on multiple Snowflake tables, and writes back predictions as new Snowflake tables. Learn more: https://hubs.ly/Q02HqVcD0 #PredictiveAI #MachineLearning #DataScience #GNN #LLM #Snowflake

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    9,286 followers

    We are thrilled to announce that David Mohr, our Vice President of Sales, U.S. East Region at Kumo.AI, will be a speaker at the upcoming Retail IT event, taking place July 29-31, 2024, at the Westin Ft Lauderdale, FL. The theme is Navigating Tomorrow’s IT Landscape Through Collaborative Innovation. Dave will discuss the following topic: "Making better product recommendations faster with AI." 🔗 For event details, visit: https://lnkd.in/dyrVxktD

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    26 followers

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    9,286 followers

    Unlock the power of predictive AI with Kumo! Our platform simplifies the end-to-end process and accelerates time-to-value. Kumo leverages LLMs and GNNs in GNN-LLM to uncover hidden patterns in relational data, delivering precise predictions for behaviors, segments, and lifetime value—enhancing revenue KPIs. By eliminating the need for feature engineering and streamlining ML workflows, Kumo ensures more accurate models. Specify tasks in a SQL-like language, and Kumo automates data prep, label engineering, model optimization, and MLOps—empowering users to build high-performance models effortlessly. Models can be fine-tuned by domain experts for optimal performance, generating batch predictions or embeddings quickly and efficiently. Explore Kumo in Snowflake, simplifying predictive AI without data leaving Snowflake: https://hubs.ly/Q02HqT4v0 #PredictiveAI #MachineLearning #DataScience #GNN #LLM #Snowflake

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  • Kumo.AI reposted this

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    Professor at Stanford Computer Science and Co-Founder at Kumo.ai

    We are presenting our position paper on end-to-end deep learning for relational databases! Collaboration between @StanfordAILab and @Kumo_ai_team. RDL learns directly on structured data across multiple tables, eliminates the need for feature engineering, and extends AI use cases to personalization, fraud, forecasting and others: 🕸️ Deep representation learning on across multiple tables, eliminating the need for single-table feature engineering ⚖️Launching RelBench, a new benchmark and testing suite to facilitate research I'm excited to see the broader applications and diverse AI use cases this paradigm will unlock! https://lnkd.in/dp8qEdDv

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    9,286 followers

    Query the future - Unleash the predictive power of your enterprise data Kumo accelerates machine learning (ML) model creation and performance, eliminating the need for extensive feature engineering. This approach can improve models by up to 75%, unlocking more data value and empowering data scientists' creativity and expertise. Using graph neural networks (GNNs), Kumo converts relational data into powerful graphs, delivering accurate predictions down to the entity level. Our low-code, SQL-like queries enable rapid model development that answers critical business questions—enhancing personalization, lifetime value predictions, behavioral insights, and more. Explore the future of data science with Kumo. Request a demo: https://hubs.ly/Q02HqQDb0. #AI #MachineLearning #DataScience #PredictiveAnalytics #GraphNeuralNetworks

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    9,286 followers

    🏆 We are thrilled to share some incredibly exciting news with you! Kumo AI has been selected as a finalist in multiple categories for the prestigious SaaS Awards: - Best SaaS Product for eCommerce / eShops - Best SaaS Product for Email Marketing - Best SaaS Product for Digital Marketing The SaaS Awards program honors outstanding achievements in software and Software-as-a-Service (SaaS) globally, making it the premier recognition platform in the industry. This recognition reflects our dedication to innovation and excellence. Explore the SaaS Awards and view the full list of nominations: 2024-saas-awards-finalists

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    9,286 followers

    Reminde to join us for #SnowParkDay event on the topic 'Effortlessly Customize Your AI Applications.' We are thrilled to announce that our Senior Engineers for ML/AI, Disha Dubey and Alan Krumholz, will be hosting! Don't miss this online event where you'll discover how to leverage predictive AI to build highly accurate ML models at scale using Kumo’s Snowflake Native App. Learn to effortlessly customize your AI applications. 📅 July 30, 2024 | ⏰ 10:00 AM PT Save your spot now! Thank you Snowflake #SnowParkDay

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    894,237 followers

    Join us for Snowpark Day July 30. Where developers can learn the latest on Snowpark flexible runtimes for Python with a fully managed container service. Snowflake makes it easy to build end-to-end AI applications without complex integrations to separate infrastructure.

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Funding

Kumo.AI 2 total rounds

Last Round

Series B

US$ 18.0M

See more info on crunchbase