CentML is a technology company focused on optimizing machine learning infrastructure to make AI training more cost-efficient and faster. By offering advanced software tools and comprehensive solutions, CentML aims to reduce the time and resources required for model training and deployment. They emphasize enhancing computational efficiency, which can significantly lower costs and improve performance across various machine learning frameworks.