In collaboration with COPAN, world leader in the automation of systems for biomedical laboratories, we have created a new application of chess game with a robot. The application was presented at this year's ECCMID fair in Amsterdam. The robot, using two arms, plays chess against the visitor with various levels of difficulty. The implemented software has been successful thanks to the use of Artificial Intelligence methods.