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I'd suggest looking into WhyLabs. They've got anomaly detection, lightweight SDK, complete data privacy, and ability to ingest custom metrics: https://docs.whylabs.ai/docs/start-here

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Do you have an association with them or just a happy user? Either is fine of course

Former employee, yes. Stumbled across this thread, thought I'd chime in. Didn't realize how many other folks are working on tools for this problem!

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