Alexandre: Yeah, sure! Improved development and design through virtual twins allow robot suppliers to develop and design their products more efficiently. Using advanced computer simulations, engineers can model and test the behavior of robots in various conditions and environments, allowing potential problems to be identified and resolved early in the development process. We can also optimize the performance of robots by simulating their operations virtually in real situations. Engineers can adjust design parameters to improve the efficiency, accuracy, and reliability of robots before deployment in the real shop floor. Also, by using virtual twins, robot suppliers can reduce costs and development times, and by identifying and correcting issues early in the design process, companies can avoid costly delays and expenses related to physical testing and design iterations. Virtual twins allow robot providers, again, to offer personalized solutions to their customers. By modeling how robots behave in specific environments, suppliers can tailor their products to meet the unique needs of each customer. They can also be used for predictive maintenance, as I said, and optimization. By monitoring data from in-service robots in real time and comparing it to the virtual models, suppliers can detect potential issues before they become major failures and optimize robot performance by adjusting operating parameters in real time. Clara: To recap, virtual twins are helping robotics manufacturers efficiently design better products, as well as lower costs and accelerate time to market. And something I found interesting that you also mentioned is that virtual twins are helping well after manufacturing is over, for example, for maintenance phases as well as to optimize future products. From what I understand, it's really helping robot providers and manufacturers get the most out of their development process and create even better products later on.