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.
- 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.