ZenML Pro

ML Model Control Plane

All your models, conveniently gathered in one place. Up-to-date information about your trainings, deployments, and endpoints all within one view. Control model lifecycle through a few clicks.

Dashboard displaying machine learning models with versioning, owners, and tags

Beyond model registries

  • One central glass plane view over all your models.
  • Understand where models originated.
  • Gather all trained and deployed models in one central place.
ZenML Cloud infrastructure dashboard

Trigger model promotions conveniently

  • Configure triggers that kick off pipelines to deploy models.
  • Manage the lifecycle of model deployments.
  • Easy to use and transparent for everyone on the team.
ML Model Control Plane showcase dashboard

Establish lineage between training and deployment

  • Track a model from training to deployments — across various infrastructures and tooling.
  • Transition easily into production with one-click.
  • Ensure reproducibility.
Data versioning and lineage showcase

Unify Your ML
and LLM Workflows

Open-source foundation, no vendor lock-in. Works with any infrastructure. Upgrade to managed Pro features.

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