Core Concepts

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

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 tenants.

• Each Tenant is an isolated deployment of a ZenML server. It contains all the resources for your project or team.

• Teams are groups of users within an organization. They help in organizing users and managing access to resources.

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

• Roles are used to control what actions users can perform within a tenant or inside an organization.

• 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.

Tenants

Understand how to work with tenants in ZenML Pro.

Teams

Explore team management in ZenML Pro.

Roles & Permissions

Learn about role-based access control in ZenML Pro.