How do i throw faster?

im pitching in mens league, i throw really slow about 60mph, and i can throw it where i want, but the minute i try to throw it harder the ball goes all over the place, i do long toss regularly and can throw it far on low trajectory without a huge arc, how do i translate this to the mound?