It's been quite some time but New Relic is a popular observability tool whose primary goal (at least the original primary goal I'd say) is being able to tie together lots of distributed systems to make it easier to do request tracing and root cause analysis. I was a big fan of New Relic when I last used it, but if memory serves me correctly it was quite expensive.