Open time at DAL has to be worked manually by crew scheduling (the DAL version of the crew desk), the coverage has to be done by seniority, in a very specific order with very specific notification rules.

It was designed for the airline in the year 2000 with 8500 pilots, and very little open time. Needless to say, it doesn’t scale well.