Software as a service (SAAS) services featuring software using artificial intelligence for using language models for medical healthcare and research; providing online non-downloadable 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 non-downloadable 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 non-downloadable 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