Like most prescription drugs, the remedy sometimes has unexpected side effects. So it is for automation, when applied as a solution to aviation’s ongoing problem of crew fatigue. While artificial intelligence, machine learning, and advanced analytics hold much promise for task automation on aircraft, airlines may want to coordinate any automation efforts with state-of-the-art crew fatigue management plans for the best results.