I've been on both sides of this coin. As the requestor it's usually because I'm fucking tired of bureaucratic controls and shitty Oracle databases from 1982 running on Windows XP that won't let me execute arbitrary queries "because security".

I just want to do my job more efficiently instead of transcribing aircraft serviceability data by hand into excel.