Artificial intelligence (AI) is rapidly evolving as a transformative force, disrupting industries and redefining the very nature of innovation. At the edge of this revolution lies a new paradigm: AI deployed at the point-of-interaction. This distributed approach enables unprecedented capabilities, bringing AI's benefits closer to where they are req