Soaking almonds serves multiple purposes: it softens the nuts, making them easier to blend into a smooth paste for a creamy badam milk texture; it helps remove the skin, resulting in a smoother consistency and milder flavor; and it activates enzymes, potentially increasing nutrient absorption and aiding digestion.