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