The invention discloses an intelligent flexible rice rubbing and polishing machine. The intelligent flexible rice rubbing and polishing machine comprises a rack, and a rubbing and polishing system, an air inlet system, a feed port, a discharge system, a motor, a bran outlet channel and a casing which are arranged on the rack, the rubbing and polishing system comprises a rotor, a rotary screening system and a driven belt pulley, the rotor is a rotating shaft, the driven belt pulley is fixedly mounted at the tail part of the rotating shaft, the driven belt pulley is connected with the motor through a belt, the rotor is driven by the motor to rotate, the rotary screening system is of a cylindrical barrel-shaped structure, is arranged outside the rotor in a sleeving mode and is fixedly installed on the rack, the feeding port is formed in the upper portion of the rubbing and polishing system, the discharge system comprises a discharging port and is installed at the tail of the rotor, a net is arranged outside the rotary screening system, the size of meshes is set to enable rice bran to pass through and enable rice not to pass through, the bran outlet channel is installed on the lower portion of the rotary screening system, an external air net connector is arranged at a port of the bran outlet channel, an air supply system is an air blower, and an air outlet of the air blower communicates with the rotor. Therefore, during working, the rubbing and polishing efficiency is greatly improved, air is supplied to the space between the rotor and the rotary screening system during rubbing and polishing, the friction temperature of rice during rubbing and polishing is reduced, and the quality of the rice is guaranteed.