Build once, use everywhere. Share steps and pipelines across your team to accelerate development. Accelerate development with a library of shareable ML building blocks.
Create and share pipeline steps and components across your organization.
Implement DRY (Don't Repeat Yourself) principles in ML workflows.
Boost team productivity through standardized, battle-tested modules.
Standardized infrastructure configs
Ensure consistency and optimize resource utilization across ML projects.
Implement uniform deployment processes across teams.
Minimize environment-related debugging time.
Enforce cost-effective practices through standardized configs.
Centralized ML Asset Management
Unify control and visibility of your entire ML ecosystem.
Manage models, code, and data coherently across distributed infrastructure.
Seamlessly transition between cloud resources and local development.
Enhance security with centralized access control and audit trails.
ZenML's approach to standardization and reusability has been a game-changer for our ML teams. We've significantly reduced development time with easy development of pipelines, and our cross-team collaboration has never been smoother. The centralized asset management gives us the visibility and control we needed to scale our ML operations confidently.
Maximilian Balluff
Lead AI Engineer at IT4IPM GmbH
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