Identify the best-performing model from multiple available options using the built-in reinforcement learning mechanism, and deploy it with a single click. Retrain models through comprehensive scheduling and governance, while continuously comparing and monitoring performance to gain detailed insights into model behavior.

Enterprise-scale NewgenONE Deployment and Monitoring Capabilities

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  • Deploy models from the development cluster to production in a single click
  • Perform continuous model development, monitoring, and deployment
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  • Deploy multiple models together to ensure the best performing model is served
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  • Retrain models on new datasets with intuitive scheduling and governance
  • Allow user to configure parameters for the best model selection
  • Deploy the model automatically to production on crossing the user-defined performance threshold
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  • Monitor and understand all models in deployment at the most granular level
  • Dive deep by comparing model drift and performance over a period of time
  • Understand model behavior with comprehensive monitoring of the model up to parameter levels
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