Software as a service (SaaS) services featuring online non-downloadable software using artificial intelligence for building and training large language models; software as a service (SAAS) services featuring software for the abstraction, collection, processing, and analysis of medical and healthcare data through algorithms, machine-learning technology, and modeling techniques for diagnostic and predictive medical applications; software as a service (SAAS) services featuring software used to analyze clinical content in order to improve efficiency and quality of care in the healthcare field; providing online non-downloadable computer software for use in performing queries on large amounts of data.