Most autoimmune protocol (AIP) plans recommend four stages of reintroduction, which include foods ranging from least likely to most likely to cause symptoms.
You can add back dairy in steps across phases one, two, and three of reintroduction:
Stage One: Ghee.
Stage Two: Butter.
Stage Three: Other dairy products (like cheese, milk, and yogurt).