ZenML

ZenML is an open-source MLOps platform that provides a unified control plane for orchestration, versioning, and governance of machine learning and LLM workflows. It enables teams to standardize AI workflows from training pipelines to agent evaluations, running locally or on Kubernetes. ZenML works with existing infrastructure, supporting multiple orchestrators and cloud providers, and offers automatic logging, reusable components, and scalability. It is SOC2 and ISO 27001 compliant, ensuring data security. The platform has a freemium model with an open-source core and a managed Pro version for scaling teams.

Key Benefits

• Open-source core framework
• Works with any infrastructure and orchestrator
• SOC2 and ISO 27001 compliant
• Supports both ML and LLM workflows