We have models that are deployed to existing environments and are already up and running. Is there a way for DataRobot to monitor these models even though they are not deployed on DataRobot’s prediction servers?
Yes, with monitoring agents, DataRobot MLOps can now monitor models that are deployed on your environments. You will have to deploy the MLOps agent and instrument your code to send monitoring information to the agent.
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