As far as I've ever seen, the only time you would capitalize revenue (other than the obvious usage of proper nouns, i.e., Internal Revenue Service), would be in the instance that the word is defined in a document.
Example: The plaintiffs, Revenue Capital ("Revenue") agree as follows: etc., etc.