Short form of 'Office Coffee'- generally of a substantially lower quality than that preferred by the drinker, but a readily available source of caffein.
"I was so Flat Out this afternoon, that I couldn't even get across the street to Starbucks, and had to choke down two cups of Off-fee from the breakroom just to stay awake."