A system for data collection and organization from computer numerical control (CNC) machine tools comprising: a CNC machine configured to machine a plurality of parts; a data collection platform configured to receive program data, wherein the data collection platform is in communication with the CNC machine; and a controller comprising at least one processor and a non-transitory computer-readable medium wherein the non-transitory computer-readable medium stores a set of program instructions, wherein the at least one processor executes the program instructions so as to carry out operations, the operations comprising: receiving program data through the data collection platform, wherein the program data includes a set of instructions; machining, based on the set of instructions, the plurality of parts; and sending, to the data collection platform, machine data gathered during the machining process.