Piccolo AI can leverage generative models created with SensiML’s companion ML DataOps tool Data Studio to create synthetic data that mimics the characteristics of real data, enhancing datasets for training robust machine learning models. This helps in overcoming data scarcity and improving model performance. An example Generative AI feature available within Data Studio is the text-to-speech Generative AI feature which can take a text entered keyword or phrase as input to quickly create a dataset of spoken voice data for that input using a wide array of voices and dialects. To learn more abou the synthetic dataset capabilities of Data Studio, see the following posting Generative AI with Text-to-Speech and Voice Generator Added to the Data Studio