This chapter presents the full experimental validation of the Holistic Portfolio Framework (HPF-P) on a synthetic but econometrically realistic pharmaceutical portfolio dataset representing the Ukrainian market. The experimental design employs five distinct company scenarios spanning the breadth of market conditions encountered by domestic manufacturers — from the stable generics environment of...