The convergence of intelligent systems and the connected network is sparking a significant wave of system integration across diverse verticals. Historically, automation was often limited to pre-programmed sequences, lacking the adaptability to handle dynamic situations. However, AI-powered IoT automation solutions are now capable of processing vast