Optimization
Dashboard-driven pipeline lifecycle
Trigger and manage pipelines directly from the web interface.
One-click pipeline deployment
Build, push, and launch pipelines with different configurations effortlessly. No need to set up your local environment. No-code, one-click launch of ML pipelines.
Pipeline Run Templates
Create reusable templates of pipelines and share across technical and non-technical members to trigger from dashboard. Create repeatable, reprodubile pipeline runs without breaking a sweat!
Advanced pipeline scheduling (coming soon)
Set up complex scheduling rules for automated pipeline runs, without relying on the underlying orchestrator.
ZenML allows you to keep your ML pipeline code cloud-agnostic, enabling faster future migrations to another technology stack. The management of the metadata and artifacts generated at each step is seamless, and allows the user to extend the framework if needed without much effort.
Gabriel Martin
Machine Learning Engineer at Frontiers
Unify Your ML and LLM Workflows
- Free, powerful MLOps open source foundation
- Works with any infrastructure
- Upgrade to managed Pro features
