Automatic drilling machine suitable for processing spatula handles, knife handles, paintbrush handles, etc. The machine is equipped with an automatic loader and a high precision rotary table with 8 working positions that allows to simultaneously perform two horizontal holes with different depths, an upper vertical drilling, a lower vertical drilling and the heading. One piece is automatically unloaded every time the table turns.