Providing online non-downloadable software for generating, testing, monitoring, validating, securing and deploying artificial intelligence and data science technology and data model risk management solutions; software development services for other in connection with generating, testing, monitoring, validating, securing and deploying artificial intelligence and data science technology and data model risk management; research and development for others in connection with generating, testing, monitoring, validating, securing and deploying artificial intelligence and data science technology and data model risk management solutions; software as a service (SAAS) services featuring software for use in software development, machine learning, facial and speech recognition for use in artificial intelligence applications and systems and within security systems; software as a service (SAAS) services featuring software for use in securing artificial intelligence computer applications from bias, and unfair or improper inputs such as from hacking attempts, from unauthorized users accessing the application and from interactions with incompatible software and networks; software as a service (SAAS) services featuring software for use in explaining how artificial intelligence models make decisions and understanding and remedying model bias; software as a service (SAAS) services featuring software for use in validating and monitoring the compatibility of artificial intelligence computer applications; software as a service (SAAS) services featuring software for use as security and encryption software for artificial intelligence computer applications; software as a service (SAAS) services featuring software for use in validating and monitoring the compatibility of artificial intelligence computer applications.;