Fatty food intolerance often stems from insufficient bile production, gallbladder issues, or digestive enzyme deficiencies that prevent proper fat breakdown. Common causes include gallbladder disease, pancreatitis, IBS, and liver conditions, with symptoms like nausea, bloating, and diarrhea occurring after eating high-fat meals.