you can't operate at any scale at all without mechanisms in place to know perfectly well whether an issue is impacting a single customer or if your world is on fire
Quite often you see automated tests that check how well your cache/in memory data are working. But when some other customer that isn't in the hot path tries to access their request times out. I've seen a lot of people making automated checking systems fail at things like this.