Building secure, wireless edge AI systems faster with the Nitrogen95 SMARC
This white paper describes the difficulties in designing the next generation of edge AI compute systems, and demonstrates how Ezurio supports manufacturers in the rapid development of intelligent, secure products for wireless edge AI applications.
Published on May 14, 2026
Building modern edge AI devices is getting harder as teams try to combine high-performance processing, vision, wireless connectivity, and security into a single system. Many engineers still rely on components from multiple vendors, which creates integration issues, conflicting software stacks, and long debug cycles. On top of that, stricter security requirements and certification processes are slowing down time-to-market even further. This white paper breaks down those challenges and looks at how a more integrated platform approach can reduce risk and speed up development.
If you’re working on edge AI or connected devices, check out this white paper from Ezurio and NXP. It gives a practical look at how to simplify system design and avoid common integration pitfalls. Take a few minutes to go through it and see how it could apply to your next project.