ZenML.io
AI control plane for orchestrating ML and GenAI workflows across training, serving, and agent evaluation with metadata tracking and reproducibility.
About
ZenML is an open-source, enterprise-grade AI orchestration platform that provides a unified metadata layer for managing ML and GenAI workflows from development to production. It bridges data retrieval, reasoning, and training steps into a cohesive system, enabling teams to run the same code locally for debugging, in batch for evaluation, and in production without rewriting. The platform integrates 60+ tools across the ML ecosystem (PyTorch, LangChain, LlamaIndex, etc.) and tracks artifact lineage, models, and code versions across any infrastructure—from local to Kubernetes.
Core use cases
- ML pipeline orchestration and versioning
- Model and artifact control plane with lineage tracking
- GenAI and LLM workflow management with agent evaluation
- AI type
- AI-native
- Primary product type
- AI Infrastructure Platform
- Secondary product type
- Workflow Automation Platform
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