Machine Learning Observability

In terms of tools, how is it different compared to the SRE world in AI observability? Because you are monitoring different types of systems. And then as machine learning practitioners, you're really consuming from several pieces, several layers in the ecosystem. How does the tooling look like in terms of visualization? Is it different? Do you plug into all of them? Where is typically something that you see in the industry now?