Deployment

Verta Model Deployment lets you package, deploy, and safely release model versions using CI/CD best practices. Once your models are safely in production the platform offers elastic scaling, high availability, and reliability to serve diverse workloads and operate at scale.

What are the benefits of a model deployment system?

• With options like single-click deployment, you can release models to production faster.

  By integrating with the current CI/CD pipeline, you can further optimize your release workflow.

• It helps introduce safe deployment best practices like a canary release.

• It makes it easier to support both batch and live deployments and easily scale up and scale out inference services.