Edge AI Beyond TOPS: How Connectivity Design Determines Deployment Success

technology · EN

As Edge AI systems move from the lab into factories, outdoor equipment, and mobile platforms, computing performance is not the only factor that determines reliability. From camera links, FAKRA, and Automotive Ethernet to M.2, CAMM2, board-to-board connectors, and IP67, IP68, and IP69K protection, this episode examines how connectors and cable assemblies affect signal integrity, environmental resilience, serviceability, and long-term deployment reliability. It also highlights the key requirements engineering teams should define early in the component selection process.