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hi @Smiral! I don't have too much to add other than the main observability platforms I know of are arize, fiddler.ai and whylabs. Say an interesting presentation from whylabs recently on some of the use cases it's opensource library handles. Talks a little bit about multiclass classification here: https://docs.whylabs.ai/docs/performance-metrics/