Agentic AI represents a novel paradigm shift in artificial intelligence. Unlike traditional AI systems that primarily process data, agentic AI strives to {activelyengage with its environment, making self-directed decisions and taking concrete actions. This shift from passive observation to active influence holds the potential to transform numerous