You use in the event of, in the event that, and in that event when you are talking about a possible future situation, especially when you are planning what to do if it occurs.
The bank has agreed to give an immediate refund in the unlikely event of an errorbeing made.
In the event that any part of the deal may be blocked, the rest would go ahead.