Machine which reduces the thickness of the leather on the parts that constitute the shoe upper in accordance to the requirements of the shoe model. The bevel or "bevelling" edge is made by cup-shaped knives that rotate at high speed and with preset inclination. The operation can be hand-operating or by templates. Traditional or computerized versions are available.