The transition to robotic milking systems (AMS) offers cows control over their own milking frequency but creates welfare challenges around access, lameness, and the removal of human stockperson contact.
Cows that fail to visit the robot voluntarily due to lameness, social dominance, or poor robot placement experience increasing udder pressure and discomfort between forced manual milkings. Fetching lame or reluctant cows to the robot is a welfare-sensitive intervention requiring careful handling. AMS systems reduce stockperson-cow interactions, which can reduce welfare monitoring quality if not compensated by system alerts. Cows in AMS herds with good voluntary visits show high motivation for milking consistent with relief of mammary pressure and possible positive affective states. Robot design and traffic flow management critically affect welfare outcomes in AMS systems.