Software as a service (SAAS) services featuring software for using artificial intelligence using language models for medical healthcare and research; providing online nondownloadable software for the artificial production of human speech and text for medical, healthcare and research; providing online non-downloadable software for natural language processing, generation, understanding and analysis in Medical, healthcare and research; providing online non-downloadable software for machine-learning based language and speech processing software for medical, healthcare and research; providing online non-downloadable software for the translation text or speech from one language to another; providing online non-downloadable software for sharing datasets for the purpose of machine learning, predictive analytics, and building language models for medical, healthcare and research; providing online nondownloadable software for conversion of audio data files into text for medical, healthcare and research; providing online non-downloadable software for software for voice and speech recognition for medical, healthcare and research; providing online non-downloadable software for creating and generating text; providing online nondownloadable software for developing, running and analyzing algorithms that are able to learn to analyze, classify, and take actions in response to exposure to data for medical, healthcare and research; providing online non-downloadable software for developing and implementing artificial neural networks for medical, healthcare and research; application service provider featuring application programming interface (API) software for medical, healthcare and research; research and development services in the field of artificial intelligence for medical and healthcare; research, design and development of computer programs and software for medical, healthcare and research