suspension basics

Newbie here so take it easy on me boys and girls. When do you modify your vehicle and remove the leaf springs and go with a more advanced suspension? ie weld new attachment points on the frame for the bars that suspend the axle? (newbie doesn't know what they are called). I presume there are...