Automated fraud-prevention platform for SMS and voice traffic that uses machine learning and patented network-level call validation to detect fraud in real time across SIP and TDM networks. Designed for mobile operators, wholesalers, regulators and enterprises to enable precise mitigation of interconnect bypass, CLI spoofing, robocalls, Wangiri, PBX hacking, A2P bypass and other telecom frauds without blunt blocking.