Software as a service (SAAS) services featuring software for testing and evaluation of artificial intelligence (AI), workflows and systems using artificial intelligence, for maintenance, repair and updating of computer software; Providing an interactive website featuring technology that allows users to trace, detect, discover, test, monitor, analyze, model, diagnose, notify, and report the performance, availability, functionality, behavior, business impact, user experience, failures and content of Artificial Intelligence; Software as a service (SAAS) services featuring software for use in building, deploying, monitor debugging, training, managing, testing, troubleshooting, and upgrading software applications and data over computer networks; Software as a service (SAAS) services featuring software for software development featuring Software Development Kits (SDKs) and application programming interfaces (APIs), allowing users to test and score public and proprietary Artificial Intelligence (AI) language models on a variety of dimensions to identify where they fail, and workflows and systems using those models; Software as a service (SAAS) services featuring software using artificial intelligence (AI) for creating generative models and complex large language model applications and creating, developing, and running applications powered by language models, data sets, and artificial intelligence