International Business Machines Corporation

Tyler Michael Shiling

Edward C McCain

Pascal R Bastien

Daniel Alexander Thorne

Nicholas Ziemis

Lucas Dane LaLima

Emily Venuto

Bradley Steen

Daniela Yaniv

Aspects of the invention include a computer-implemented method, in which includes determining whether a combination of a first commodity and a computing system satisfies a manufacturing requirement. Additionally, whether a combination of a second commodity and the computing system satisfies the manufacturing requirement is predicted based at least in part on a comparison of the combination of the first commodity and the computing system and the combination of the second commodity and the computing system. Then either the first commodity or the second commodity is inserted into a computer system based at least in part on a comparison of an actual performance of the first commodity and a predicted performance of the second commodity in the computing system.

Commodity fulfillment

Growing community of inventors

Paramus, NJ, United States of America

Tyler Michael Shiling