Cover and bring the broccoli, shallots, thyme and potatoes in the stock to a boil in a saucepan. Reduce heat and cook until vegetables are soft (about 15 minutes). Use a hand blender or a stand mixer to make a creamy soup.
Stir in the cream cheese, Cremefine and milk and stir with the hand blender until foamy, season with salt and pepper.