By default, files are saved for a year before automatically put into the archive. They're put into infrequent access after 7 days which means downloading them would take a little bit longer.
Unfortunately, there is no way to recover deleted files. However, in special cases, Quicc may be able to refund the minutes for that video so that there's a chance you can do it again.