A multi-functional multi-engine print platform engines schedules and processes job in order to minimize visibility of image defects. The print platform includes at least two marking engines that process jobs, a marking engine analyzer that determines image quality defects of the at least two marking engines, and a scheduler that creates a plan to process a job with the at least two marking engines based at least on the image quality defects each of the at least two marking engines in order to minimize visibility of the defects in images reproduced by the at least two marking engine.