As ted said, "office cab" isn't natural. In the case of your sentence, there's no need for anyone to know who booked/paid for the cab. The only relevant things are that the cab was taking you to work and it was late.
If you have a question about the English language and would like to ask one of our many English teachers and language experts, please click the button below to let us know: