This paper presents an analysis of the manufacturing operations management related challenges which hinder agility in Finnish manufacturing companies. Critical challenges were identified by performing cause-effect analysis between different challenges identified from the interview material collected from 25 manufacturing companies. The main output is a relationships graph which visualizes interconnections between 49 agility related challenges. The graph supports the identification and prioritization of the actions to be taken while seeking for better agility.