Add cauliflower, potatoes, and vegetable broth to a large pot. Bring to a boil, then reduce heat and simmer for 20-25 minutes, or until vegetables are tender.
Using an immersion blender, blend the soup until smooth.
Stir in coconut milk, salt, and pepper. Heat through.