Lactic acid fermentation is a metabolic process where glucose is converted into cellular energy and the metabolite lactate. This anaerobic process occurs in certain bacteria and animal cells, such as muscle cells, when oxygen is limited. The pathway is essential for producing ATP without the need for oxygen.