You can develop a sudden intolerance to alcohol. More than likely, an alcohol intolerance might be caused by a new medication. However, in rare cases, certain illnesses can result in alcohol intolerance. Note that if your alcohol intolerance is genetic, it will not develop suddenly. You will have alcohol intolerance from birth.