Software for use in monitoring and querying artificial intelligence generated data related to connected devices, applications, contents, threats and privacy; Software for use in internal systems, workflow or customer-facing applications; Software for use in network security and device protection, detecting, alerting and blocking threats by using artificial intelligence applied to edge network traffic; Content control and digital parenting software for use in device management, parental controls and content filtering through usage of artificial intelligence to categorize network traffic; Software using artificial intelligence for use in privacy and tracking protection across connected devices through managed broadband or network-deployed gateway; Software for use in digital security, anti-virus protection, secure messaging, safe browsing, parental control, software updates, remote device management, messaging, network protection, and privacy protection; Machine learning software for use in predicting network device behavior; Computer software and firmware for protecting the integrity of computer hardware, software, networks and electronic data; Computer software and firmware for analyzing and filtering of network traffic and for the detection, filtering, or removal of computer intrusions, viruses, spam, or other malicious applications or threats, and for providing virtual private networking and security functions; Computer software and firmware for monitoring, analyzing or reporting of network information, data and traffic