Observability
Unified model lifecycle management
Deploy, monitor, and update all ML models from a single dashboard
Unified model lifecycle management
Deploy, monitor, and update all your ML models from a single dashboard. Track performance, accuracy, and health in real-time.
Track metrics and metadata
Track and visualize model metrics and metadata such as LLM prompts, centrally in one place.
Automated model governance
Implement version control, approval workflows, and audit trails for your ML models effortlessly.
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
