Two pilots for United Airlines were arrested on failing breath tests as they arrived to take charge of a service to New York.
The flight UA162 which was scheduled to fly from Glasgow at 9 am was cancelled following the incident. Police Scotland confirmed they had been called to the airport at 7:30.
The two men, 45 and 61, have not yet been charged but will appear in court this week. Both men remain in custody.
United Airlines released a statement following the incident saying the safety of their customers and crew was "always our top priority."
"We hold all of our employees to the highest standards and have a strict, no tolerance policy for alcohol.