Shield-IoT is an IoT/IIoT security platform targeting electrical utilities and smart grid operators. It addresses cyber threats introduced by the mass-scale deployment of smart grid infrastructure, including risks such as meter and EV charging data theft, fraud, device takeover, man-in-the-middle attacks, and unknown malware. The platform operates out-of-band by mirroring device-to-cloud network traffic statistics, meaning it requires no changes to existing network infrastructure or devices. It functions as a SaaS/cloud solution and can be deployed within one day without causing service disruption. Security events and operational anomalies detected by the platform are presented through a multi-tenant user interface and are also accessible to third-party systems via API. Key capabilities include: - Real-time visibility into IoT/IIoT assets, network behavior, and usage trends - AI-based threat detection using coreset-AI technology to identify unknown attacks before damage occurs - Automated compliance reporting to support data privacy and business continuity standards - Scalability to support millions of connected devices The platform is designed for deployment across mass-scale IoT environments in the electrical utility sector, covering any connected device or application within the grid.