The invention discloses a lightweight wall plate laser-inducing flexible forming system and method. The system comprises a photograph measurement unit, a laser device, an infrared thermometer, an intelligent cooling unit, a machine tool workbench, a machine tool scanning drive mechanism, a data analysis control unit and a machine tool control unit. In each scanning line, a laser beam irradiates a lightweight wall plate plane piece to be formed, the temperature of a lightweight wall plate is measured, and cooling control is carried out according to the measured temperature so that the lightweight wall plate plane piece to be formed can bend and deform in the direction of the laser beam. The deformation of the lightweight wall plate plane piece is measured, whether the deformation of the lightweight wall plate plane piece reaches the set value or not is judged, and if the set value is reached, the laser irradiation of the next scanning line is carried out; and if the set value is not reached, the laser irradiation of the scanning line is carried out again. Online measurement and real-time automatic control can be achieved, accurate forming of the lightweight wall plate is achieved, and the problems that the lightweight wall plate is large in forming difficulty, low in efficiency and the like are solved.