Deploy and Monitor Models

Once you have models in your catalog, you can deploy them as Inference Servers to make predictions on new data. Chariot provides comprehensive deployment and monitoring capabilities to ensure that your models perform reliably in production.

This section covers everything you need to know about deploying and monitoring models in production:

Model Deployment

• Deploy Models: Set up Inference Servers, configure resources, and manage scaling

Model Monitoring

• Drift Detection: Monitor data drift and model performance degradation