However, whenever the aircraft is operating above flight level 450, the pilot, or one of the pilots, seated at the controls of the aircraft must wear an oxygen mask that is properly fitted and supplying oxygen
That would have meant that an N-reg Concorde PIC would have been on O2 for most of the flight.