Robotic process automation (RPA) is one of the most emerging technology areas of the last decade. As the name implies, RPA is an approach to automate repetitive tasks in business operations. Many solutions are avail-able on the market by multiple vendors. Through the implementation of those Robotic process automation solutions, companies can achieve higher performance levels and lead a differentiating competitive edge. One of the first fields which have benefited from Robotic process automation is Supply Chain. This paper presents a solution for the task selection problem issue of RPA applied to the Supply Chain. A case study is also presented to demonstrate the effectiveness of the designed solution.