The aluminium-based composites (AMCs) are quite popular in several areas such as building, aerospace, automotive, marine, and aeronautical applications. Production industries deeply emphasize improvement in productivity and saving in cost. The composites fulfil these goals because of reinforcement materials. However, to bring in the composite to usage, it generally demands certain machining operation. Al-4032 based 6 % (by weight) of granite marble powder (GMP) composite has been developed using stir casting set-up. The fabricated composite has been examined for its machinability in milling operation. Cutting speed, feed rate, and depth of cut are the cutting parameters selected for the machining trials. The response surface methodology-based desirability approach has been employed to obtain the best parameters for achieving the desired objectives. Experimental results demonstrate that the machined composite is considerably influenced by builtup edge formation and interfacial bonding of particles. Minimum surface roughness (1.57 μm) and energy consumption (0.45 kWh) have been achieved at cutting speed 200 m/min, feed rate 197 mm/min, and depth of cut 1.5 mm.