My dad used to work as a technician for a company selling expensive hospital equipment. He says there are countless times when he or with another colleage would go in any hospital and roll out such a device. Nobody asks any questions.
At my university there were some actual thefts like this. Someone stole a beamer from a high ceiling in the middle of the day. And another time someone stole a heavy (=unliftable) new server.