Without set expectations users tend to be optimistic

In the absence of set expectations users tend to be overly optimistic about the quality, reliability or dependability of the data.

It’s only when things go wrong do they realise they’ve made the wrong assumption.

Be explicit about what service levels you’re providing - and what you’re not.