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On-prem MLOps in a hospital: advice needed for production monitoring of self-built and vendor models? [D]

This story is from 2026-08-21. It is preserved in the archive; the latest stories are on the live feed.

TL;DR: Hospital, fully on-prem OpenShift cluster. Multiple teams building prediction models, so we’re setting up a self-service platform with boundary policies. Evaluating ClearML vs OpenShift AI for the full MLOps lifecycle. Both look fine for development/deployment, but neither seems to give us p…

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  1. 2026-08-21 21:30 · r/MachineLearning
    On-prem MLOps in a hospital: advice needed for production monitoring of self-built and vendor models? [D]

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