How to Build CRA-Compliant Edge Devices

The Cyber Resilience Act (CRA) introduces concrete technical requirements for Edge devices, including security, over-the-air updates, vulnerability handling, and long-term software maintenance. Meeting these requirements requires coordinated decisions across the operating system, hardware platform, and application stack - including Edge AI workloads.

In this webinar, engineers from Toradex, Torizon, Avalue, Geniatech, and Radiantek present a practical, end-to-end view of building CRA-compliant Edge devices. The sessions cover how Torizon supports secure OS design, OTA updates, and lifecycle management; how supported SoCs and production-ready hardware platforms reduce implementation risk; and how Edge AI models can be deployed, updated, and maintained using MLOps practices while staying aligned with CRA requirements.

Key Takeaways:

• How CRA requirements translate into concrete system architecture and design choices
• Approaches to secure OS design, OTA updates, and long-term maintenance
• Criteria for selecting SoCs and hardware platforms suitable for CRA-compliant products
• Practical methods for deploying and maintaining Edge AI models on compliant devices