Providing software for artificial intelligence behavioral assurance; Software subscription service featuring deployed, hosted and SaaS software for artificial intelligence behavioral assurance; Providing software for artificial intelligence explainability; Providing non-downloadable or downloadable packaged computer software for interpreting and explaining the decision-making processes of machine learning models; Providing non-downloadable or downloadable packaged software for visualizing and reporting on the internal logic of artificial intelligence systems; Providing online non-downloadable or downloadable packaged software or consulting services using artificial intelligence to detect strategic bias, hallucination, deception, rationalization and performance drift in other artificial intelligence models; Providing privately hosted software or consultancy services for monitoring, testing, and evaluating the behavioral outputs of artificial intelligence systems