A system for managing the complete lifecycle of machine learning models from training through deployment, monitoring, and deactivation.

Patentradars sammanfattning

This invention relates to a model lifecycle manager that orchestrates the end-to-end management of machine learning models. The system handles data configuration, training configuration, model deployment and updates, activation/deactivation control, and monitoring configuration as integrated components. It enables seamless transitions between data collection, model training, deployment, inference operations, and continuous monitoring throughout the model's operational lifecycle.

AI-genererad och redaktionellt processad.