Identify the best-performing model from various available options, using the built-in reinforcement learning mechanism, and ensure its single-click deployment. Perform model retraining with comprehensive scheduling and governance. Furthermore, compare and continuously monitor model performance while gaining detailed insights into its behavior
AI Deployment Capabilities of NewgenONE Platform
One-click Model Deployment
Deploy models from the development cluster to production in a single click
Perform continuous model development, monitoring, and deployment
Built-in Reinforcement Learning
Deploy multiple models together to ensure the best performing model is served
Model Retraining and Self-learning
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
Continuous Model Monitoring
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
