Systems and methods for computer-aided machining

A computing device comprising;

• a processor;
• and memory;
• wherein the processor is configured to:
• A) provide a material batch with an undetermined machinability to a machining tool;
• B) specify a set of machining conditions comprising a machining speed;
• C) insert a first tool into the machining tool, the inserted tool being a predetermined type and having a predetermined wear;
• D) machine the material batch with the machining tool, monitor wear of the inserted tool during the machining, and determine a first tool life of the tool;
• E) repeat B, C and D to determine a second tool life, while setting a different machining speed in B and inserting a second tool, the first and second tools being the same type;
• F) determine coefficients of a model associated with the material batch, based on the machining speed, the different machining speed, the first and the second tool life;
• and
• G) determine machinability of the material batch based on the model.