Why did Mao believe permanent revolution was necessary?

Because he believed that once the revolutionary process would come to a halt, the 'forces of revisionism' would again take over and return society to a capitalist state.

History has proven him right as far as China is concerned. On the other hand, his revolution was in fact a reign of terror and his brand of Communism a Dictatorship, responsible for millions of dead.