This may be done by boiling fat and alkali in a kettle under controlled conditions.  They react to form soap and glycerin.  Modern methods make soap in continuous processes, either by treating fat with alkali or by first splitting the fat into fatty acids and glycerin by a process called hydrolysis.  The fatty acids are purified by distillation and then mixed with the correct amount of alkali to convert them into soap.