Is early morning travel on a Sunday via cab a problem in Beijing?

Hi! I am arranging travel for someone from Capital Normal University to BJ Capital International Airport. The flight leaves at 645am on Sunday morning. Is there any reason to think that getting reliable transportation via cab to the airport on that day at that hour will be a problem? Thank you in advance!