How to control expense account fraud

When Dave or Julie comes back to the office from a weekend business trip, do you or other supervisors just sign off on their expense reports? What you may not know is that those mileage forms, taxi cab receipts and restaurant checks could be doctored or even phony. And are all those company credit card purchases business-related?