WHAT IS AUTOIMMUNE PALEO OR AIP DIET? The Autoimmune Protocol is a diet that helps heal the immune system and gut mucosa. It is applicable to any inflammatory disease. We have a problem in this country with how we eat, treat disease and heal disease. AIP addresses inflammation in the gut that causes Autoimmune Disease.