SecEdge Edge AI Security is a chip-to-cloud security solution designed to protect AI models and devices running on NVIDIA Jetson-powered edge platforms. The solution is built around two core components: - SEC-TPM: A TCG 2.0 compliant firmware TPM (fTPM) that provides device-level trust provisioning, developed in collaboration with NVIDIA. - SEC-VPN: An IPSec-VPN solution for secure data connectivity at the edge. The solution integrates with NVIDIA JetPack to enable secure boot, over-the-air (OTA) updates, failure recovery, and encryption — all managed alongside AI model security. It supports protection of AI models both at rest and in transit. SecEdge provides downloadable test kits for NVIDIA Jetson Orin and Thor platforms, allowing developers to integrate and evaluate edge AI security without burning device fuses. The solution is designed to assist organizations in achieving compliance with the EU Cyber Resilience Act (CRA), Radio Equipment Directive, and IEC 62443-4-2 through a software upgrade path. Partners in the ecosystem include AAEON, Advantech, AVerMedia, Axiomtek, ARM, and the Trusted Computing Group (TCG). A case study with Lenovo documents the use of the EmSPARK Security Suite for AI model protection at the edge.