Centralized tracking of pipeline and stacks for ZenML.
ZenML Cloud is a SaaS backend for your team’s local or cloud-based ZenML pipelines. Your ML workflow won’t change - you still could run ZenML on your local machine, or use a MLOps stack of your choice, but your pipeline and stack definition is stored centrally.
Compliance and governance won’t change - you are still in charge of where the data is stored, where processing happens and where models get deployed.
Get access to reference stacks for your pipelines, without knowledge about their config. Share stack configuration with Data Scientists without sharing access permissions.
Pipelines are persisted not only in the environment they are created, but also on ZenML Cloud to allow for discoverability and reusability throughout your organization.
Metadata is persisted centrally to allow for caching and comparability across your organization.
User permission management and project-specific configurations via Workspaces.
ZenML Cloud gives you a complete overview of your MLOps processes, so that you know exactly what resources are being used where.
Get access to visualizations of your pipeline artifacts and an easy UI to navigate through to different MLOps tools in your stack.