Shield-IoT is an IoT security platform with a specific use case targeting EV charging stations and gas stations. It addresses the security risks associated with connected devices deployed in the field, which are susceptible to physical tampering, remote attacks, customer data theft, fraud, and service disruption. The platform operates by analyzing device-to-cloud traffic statistics, mirrored out-of-band from the network, meaning no changes to existing network infrastructure or devices are required. Detected security events and operational anomalies are surfaced through a multi-tenant user interface and exposed to third-party systems via API. Key operational capabilities include real-time monitoring of IoT/IIoT networks for asset risk, network behavior, and usage trends; AI-based threat detection targeting unknown attacks such as device takeover, man-in-the-middle attacks, and unknown malware; and automated compliance reporting for data privacy and business continuity standards. The solution is delivered as a SaaS/cloud service with an out-of-band architecture, enabling deployment without service downtime or operational impact. It is designed to scale to millions of devices using coreset-AI technology and targets Telcos, MNOs, and MVNOs as primary operators of mass-scale IoT deployments.