Israel-based Vanti Analytics offers a manufacturing AI platform that enables users to build and deploy predictive AI models that utilize the data gathered from the factory floor using a natural language interface. The platform leverages GenAI technology to provide plain-English explanations of production behaviors, generate insights and detailed visualizations such as charts and highlights, monitor model accuracy, curate data, and conduct hypothesis testing. Users can predict quality issues in line, increase yield, save material usage, and avoid costly recalls.
The platform can handle imbalanced datasets and automatically detect and treat manufacturing events such as disruptions in data acquisition sequences. It can also be integrated with existing IT infrastructure and data acquisition systems such as ERPs, sensors, MES, databases, and data lakes.
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