The need for automated polymer material testing extends beyond degradation studies, encompassing broader applications in the research and development of advanced materials. Various groups have pioneered systems for high-throughput and automated testing to address this demand. For instance, the Meredith group introduced the HTMECH device , designed for high-throughput screening of thin films. This system measures force and deformation in film regions subjected to transverse biaxial loading through an instrumented thin contact tip. Specifically tailored for rapid serial testing of combinatorial material libraries, HTMECH processes discrete or gradient samples, each with a diameter of only a few millimeters, collecting load-deformation profiles at high speeds (e.g., 100 spots per hour). Similarly, the Brown group developed the BEAR system , which automates the optimization of mechanical properties of 3D-printed structures. This setup integrates a universal testing machine from Instrom with a collaborative robot, which facilitates the mechanical testing of 3D-printed materials. Our own group has previously reported an automated system for optimizing 3D printing parameters, incorporating both a collaborative robot and automated mechanical testing using a Charpy pendulum tester, coupled with computer vision for quality control . The importance of such automated testing systems is widely acknowledged by both researchers and instrument manufacturers, with the latter offering instruments featuring automated sample loading or integration with collaborative robots through proprietary solutions.