The world of artificial intelligence is rapidly transforming. Traditionally, AI has been heavily dependent on powerful data centers to process information. However, a new paradigm is taking hold: Edge AI. This revolutionary technology pushes intelligence directly to the source, enabling real-time processing and unprecedented benefits. Application