An effective automatic parallelizer is critical for users to exploit the resources of parallel computer. This paper introduces AFT(automatic Fortran transformer), an automatic parallelizer which the authors developed on the background of the situation of the past and present of such kind systems. The characteristics of AFT and the advanced techniques it adopted are described in detail. Test result shows AFT is notably more capable of the parallelization than the conventional systems.