Place oil in a 3 quart pot on medium heat. Add the leek, garlic, fennel and cook for 3 minutes stirring frequently. Add potatoes and water and cook until softened, approximately 20 minutes, stirring occasionally. Add milk. Remove from heat and allow to cool for 15 minutes. Add remaining ingredients and put in a blender to blend until smooth. Return to pot and stir well.