Software as a service (SAAS) services featuring machine learning software for enabling computers to learn to perform tasks autonomously; Software as a service (SAAS) services featuring software for automated discovery, configuration, provisioning, deployment, monitoring, and management of connected devices, Internet of Things (IoT) devices, set-top boxes, and network-connected hardware.