Software as a service (SAAS) services featuring software for developing applications with adaptive intelligence gained from the use of AI and machine learning on data obtained from a variety of real world sources; Software as a service (SAAS) services featuring software for transforming disparate data into a universal context to allow trustworthy collaboration between humans, machines, and AI, across digital and physical domains, using open standards; Platform as a service (PAAS) featuring computer software platforms for applications that track and measure data from the real world, including sensors, cameras and ioT devices, integrate said data in a virtual model corresponding to the real world, perform AI and machine learning algorithms to said data, and output data and signals used to take actions in the real world and; Providing on-line non-downloadable software for performing the function of an operating system for AI applications; Providing temporary use of online non-downloadable middleware for providing an interface between AI applications and legacy systems