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Emerging Tech
Choosing Between Standard IIoT Gateways and High-Performance Edge Hardware for Industrial AI
Industrial architects must choose between standard IIoT gateways for data pass-through and high-performance edge hardware for real-time AI, based on application needs and latency requirements. The article details how to map application objectives and latency demands to the appropriate edge hardware class for successful industrial AI implementation.
Diego Navarro·October 21, 2026
Emerging Tech
Edge AI for IoT: How Local Inference Cuts Latency and Bandwidth, and What It Costs
Edge AI for IoT moves machine learning inference to hardware near data sources, enabling faster, more private, and reliable operations by reducing reliance on the cloud. While offering significant benefits, it introduces challenges in device limitations and distributed management.
Diego Navarro·October 17, 2026