Intolerance and allergy are easily confused because of their similar symptoms. But in reality, they are very different. So, milk intolerance is a non-immunological reaction that is caused by digestive problems. Milk allergy is an immunological reaction to proteins in a specific type of milk (most often, people are allergic to cow’s milk).