Retune is a platform designed for hyperparameter tuning and optimization. It is a valuable tool for developers looking to maximize the performance of their AI algorithms by efficiently adjusting key parameters. This tool allows users to streamline the process of finding the best configuration for their models, ultimately leading to improved results and time savings in their AI development processes.