Edge artificial intelligence represents a paradigm shift in how we interact with technology. By deploying cognitive algorithms directly Edge AI solutions on devices at the network's edge, this enables real-time analysis, reducing the need for constant internet access. This distributed approach offers a range of opportunities, including enhanced per