In a stand mixer, beat cream cheese and powdered sugar together until fluffy. Gently stir in the Cool Whip. Remove about 1½ cups of the Cool Whip Mixture (about half) to a small bowl and place in the fridge.
In a medium bowl, whip pudding and milk according to package directions. Gently fold in the remaining Cool Whip mixture.