Parts matching for improved manufacturing assembly

A computer program product comprising:

• one or more computer readable storage media and program instructions stored on at least one of the one or more storage media, the program instructions comprising:
• program instructions to receive a training data set for a first plurality of assemblies, wherein the training data set includes a first plurality of components for each of two or more types of components of the first plurality of assemblies;
• program instructions to analyze the training data set for the first plurality of assemblies;
• program instructions to, responsive to receiving a set of product component information for a second plurality of assemblies, create a graded product cluster template for the second plurality of assemblies based on the analyzed training data for the first plurality of assemblies;
• and
• program instructions to send the graded product cluster template to an automated manufacturing device, wherein the automated manufacturing device manufactures a first assembly from the second plurality of assemblies based on the graded product cluster template.

A computer system comprising:

• one or more computer processors;
• one or more computer readable storage media;
• and
• program instructions stored on the computer readable storage media for execution by at least one of the one or more computer processors, the program instructions comprising:
• program instructions to receive a training data set for a first plurality of assemblies, wherein the training data set includes a first plurality of components for each of two or more types of components of the first plurality of assemblies;
• program instructions to analyze the training data set for the first plurality of assemblies;
• program instructions to, responsive to receiving a set of product component information for a second plurality of assemblies, create a graded product cluster template for the second plurality of assemblies based on the analyzed training data for the first plurality of assemblies;
• and
• program instructions to send the graded product cluster template to an automated manufacturing device, wherein the automated manufacturing device manufactures a first assembly from the second plurality of assemblies based on the graded product cluster template.