Google Cloud AutoML is a platform or tool that allows users to custom-train or fine-tune pre-trained models, such as those within the Google Cloud Natural Language API. It is specifically highlighted as the mechanism required if a user wants to assign custom classification classes (labels) to text when using Google Cloud NLP, rather than relying solely on the 700+ categories provided out-of-the-box.