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AI in HealthcareAI Coding Assistantsr/MachineLearningPublished: Aug 22, 2026, 13:00 JST

Hospital seeks on-prem MLOps platform for production model monitoring

Hospital seeks on-prem MLOps platform for production model monitoring

A hospital operating a fully on-premises OpenShift cluster is evaluating ClearML and OpenShift AI for managing machine learning models built by multiple internal teams, as well as models running at external vendors. The organization is building a self-service platform with centralized boundary policies to let teams work independently while enforcing guardrails around access control and resource limits.

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