Agentic AI represents a novel paradigm shift in artificial intelligence. Unlike traditional AI systems that primarily analyze data, agentic AI strives to {activelyparticipate with its environment, making independent decisions and taking decisive actions. This shift from passive understanding to active influence holds the potential to disrupt numero