Hierarchy

In ZenML Pro, there is a slightly different entity hierarchy as compared to the open-source ZenML framework. This document walks you through the key differences and new concepts that are only available for Pro users.

Image showing the entity hierarchy in ZenML Pro

sNote: Workspaces were previously called "Tenants" in earlier versions of ZenML Pro. We've updated the terminology to better reflect their role in organizing MLOps resources.

The image above shows the hierarchy of concepts in ZenML Pro.

• At the top level is your Organization. An organization is a collection of users, teams, and workspaces.

• Each Workspace (formerly tenant) is an isolated deployment of a ZenML server (with some pro features). It contains multiple projects and their resources.

• Each Project is a logical subdivision within a workspace that provides isolation for MLOps resources like pipelines, artifacts, and models. Projects have their own roles and access controls.

• Teams are groups of users within an organization. They help in organizing users and managing access to resources at organization, workspace, and project levels.

• Users are single individual accounts on a ZenML Pro instance.

• Roles exist at organization, workspace, and project levels to control what actions users can perform.

• Templates are pipeline runs that can be re-run with a different configuration.

More details about each of these concepts are available in their linked pages below:

Organizations

Learn about managing organizations in ZenML Pro.

Workspaces

Understand how to work with workspaces in ZenML Pro.

Projects

Learn about managing projects and their resources.

Teams

Explore team management in ZenML Pro.

Roles & Permissions

Learn about role-based access control in ZenML Pro.