[KongchangAI]
Verified65% confidenceFactExact time

Commonly used ML CI/CD tools in the industry include MLflow (experiment tracking and model registry), DVC (data version control), Airflow or Prefect (workflow orchestration), Seldon Core or BentoML (model serving), while Kubeflow provides an end-to-end ML platform based on Kubernetes.

3
Sources
65%
Confidence
Medium-term (~90 days)
Relevance
8/10/2026
First Seen
Valid until: 11/8/2026

Sources

垂直AI引擎MLOps扩展困局:从原型到规模化的工程实践

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