Rutherford used them to show that the mass of an atom was concentrated in a small area of its total volume. He shot a bunch of alpha particles at a thin sheet of gold foil and observed the scatter patterns.
Also, if I recall correctly, most alpha particles have a range of about 6 cm once emitted. Not the most frightening of radioactive decays.