Providing temporary use of on-line non-downloadable cloud computing software for enabling computers to learn to perform tasks, scale, and control computer hardware and software systems autonomously; Providing temporary use of on-line non-downloadable cloud computing software for managing demands from any number of users flexibly, responding to changing needs from users, expanding capabilities automatically, and providing stable performance during workload increase; Providing temporary use of on-line non-downloadable cloud computing software for managing autonomous hardware devices; Software as a service (SAAS) services featuring machine learning software for enabling computers to learn to perform tasks, scale, and control computer hardware and software systems autonomously; Software as a service (SAAS) services featuring software for managing demands from any number of users flexibly, responding to changing needs from users, expanding capabilities automatically, and providing stable performance during workload increase; Software as a service (SAAS) services featuring software for managing autonomous hardware devices