Perpetual ML is an innovative machine learning platform that leverages Perpetual Learning to significantly accelerate model training. By eliminating the time and resources typically required for retraining models, it allows businesses to achieve rapid iteration and deployment of machine learning models. The platform is designed to support diverse applications across various industries including finance, healthcare, and retail. With built-in regularization and continual learning capabilities, Perpetual ML ensures models remain up-to-date and accurate without the need for extensive manual intervention.