How do you correct grainy caramel icing?

To correct grainy caramel icing, gently reheat it over low heat while stirring continuously. This will help to dissolve any sugar crystals that have formed. If the texture remains grainy, you can add a small amount of water or cream to help smooth it out, then stir until fully incorporated. Be careful not to overheat, as this can change the consistency.