Commodity fulfillment

A system comprising:

• a memory having computer readable instructions;
• and
• one or more processors for executing the computer readable instructions, the computer readable instructions controlling the one or more processors to perform operations comprising:
• determining whether a combination of a first commodity and a first computing system slot satisfies a manufacturing requirement, wherein determining whether the combination of the first commodity and the computing system slot satisfies the manufacturing requirement comprises introducing a stimulation signal to the first commodity and analyzing a signal response;
• correlating an actual performance of the first commodity in the first computing system slot to one or more features of the first commodity;
• predicting whether a combination of a second commodity and the first computing system slot satisfies the manufacturing requirement based at least in part on a comparison of the combination of the first commodity and the first computing system slot and the combination of the second commodity and the first computing system slot, wherein predicting whether the combination of the second commodity and the first computing system slot satisfies the manufacturing requirement is performed by machine learning circuitry based at least in part on an extracted feature of the second commodity from a description in a first database and the signal response;
• correlating a predicted performance of the second commodity in the first computing system slot to the extracted features of the second commodity;
• comparing the actual performance of the first commodity and the predicted performance of the second commodity in the first computing system;
• and
• transmitting, to an actuator, selection of either the first commodity or the second commodity into a second computer system slot based on the comparison, wherein the actuator inserts either the first commodity or the second commodity into the second computer system slot based on the selection.

A computer program product comprising a non-transitory computer readable storage medium having program instructions embodied therewith, the program instructions executable by a processor to cause the processor to perform operations comprising:

• determining whether a combination of a first commodity and a first computing system slot satisfies a manufacturing requirement, wherein determining whether the combination of the first commodity and the computing system slot satisfies the manufacturing requirement comprises introducing a stimulation signal to the first commodity and analyzing a signal response;
• correlating an actual performance of the first commodity in the first computing system slot to one or more features of the first commodity;
• predicting whether a combination of a second commodity and the first computing system slot satisfies the manufacturing requirement based at least in part on a comparison of the combination of the first commodity and the first computing system slot and the combination of the second commodity and the first computing system slot, wherein predicting whether the combination of the second commodity and the first computing system slot satisfies the manufacturing requirement is performed by machine learning circuitry based at least in part on an extracted feature of the second commodity from a description in a first database and the signal response;
• correlating a predicted performance of the second commodity in the first computing system slot to the extracted features of the second commodity;
• comparing the actual performance of the first commodity and the predicted performance of the second commodity in the first computing system;
• and
• transmitting, to an actuator, selection of either the first commodity or the second commodity into a second computer system slot based on the comparison, wherein the actuator inserts either the first commodity or the second commodity into the second computer system slot based on the selection.