The burgeoning field of edge artificial smartness is rapidly altering industries, moving computational power closer to data sources for unprecedented performance. Instead of relying on centralized remote infrastructure, perimeter AI allows for real-time analysis and assessment directly at the system—whether it's a monitoring camera, a industrial

The emergence of edge AI is disrupting the technological landscape, pushing computation and intelligence closer to the origin. This paradigm shift enables real-time decision-making, reduces latency, and conserves bandwidth. Edge AI utilizes powerful architectures trained on massive datasets to perform sophisticated tasks directly on edge devices, e