KumoAI: AI for relational data

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KumoAI is an innovative business tool that leverages artificial intelligence and machine learning to provide personalized customer experiences and predictive analytics for various business needs. This tool combines graph learning with GenAI to build better machine learning models faster, without the need for training set generation, feature engineering, experimentation, or pipelines. KumoAI uses state-of-the-art Graph Neural Networks to learn directly from raw relational data, resulting in significantly higher accuracy.

With KumoAI, businesses can benefit from personalized customer experiences, customer acquisition, customer retention, next best action prediction, forecasting, anomaly detection, entity resolution, knowledge graph enrichment, fraud detection, and anti-money laundering capabilities. This tool offers unprecedented value at a fraction of the cost, allowing businesses to achieve better model performance, reduce infrastructure complexity, and optimize costs.

KumoAI’s end-to-end platform covers all major steps in the machine learning lifecycle, including data preparation, model training, explainable AI (XAI), deployment, and ML operations. It is enterprise-ready with REST APIs, high availability SLAs, SOC2 compliance, and options for both Software as a Service (SaaS) and Private Cloud operating models.

Overall, KumoAI provides businesses with the opportunity to enhance customer experiences, optimize marketing campaigns, improve forecasting and monitoring, enhance customer understanding, detect fraud and abuse, and combat money laundering efficiently. With its advanced capabilities and cost-effective solutions, KumoAI can help businesses achieve a competitive edge in the market and drive top-line impact with measurable results.

KumoAI – Features

AI for relational data
No Training Set Generation, Feature Engineering, Feature Experimentation, ML Pipelines required
Dozens of predictive models created in a single day
Utilizes state-of-the-art Graph Neural Networks for higher accuracy
Personalization for Customer Retention, Acquisition, Forecasting, Anomaly Detection, Entity Resolution, Fraud Detection, Anti Money Laundering
Faster ROI with end-to-end ML lifecycle platform
Enterprise-ready with high availability SLAs and compliance options