Question: Do you know of any industrial-grade edge AI platforms that provide advanced functional safety and security?

If you're in the market for industrial-grade edge AI platforms with high levels of functional safety and security, Advantech is an IoT intelligent systems specialist with a broad portfolio of products and services for industrial automation, computer vision and other areas like healthcare. Its edge AI products include video appliances with advanced processing, intelligent vision cameras and AI platforms, all designed to provide a safe and secure environment for AI.

Another contender is NVIDIA, a pioneer in AI computing with a wide range of products to accelerate AI and make data centers more efficient. Its platforms, like NVIDIA EGX and DGX, are geared for industrial use with computing horsepower tuned for industrial needs and security features.

For more advanced cybersecurity, Dragos has a cybersecurity platform for protecting industrial assets across many industries. Its tools include OT cyber threat intelligence, vulnerability management and threat hunting, giving customers detailed visibility and centralized control to improve security and response.

Last, NVIDIA AI Platform is a full-stack AI platform that helps companies become AI companies, with accelerated infrastructure, enterprise software and AI models to accelerate the AI workflow. That's particularly useful for industrial customers, with multi-node training, data science pipeline acceleration and production-ready AI applications.