Artificial intelligence (AI) has advanced well beyond rule-based automation into adaptive decision-making systems, which are capable of sensing, reasoning, and acting independently. Central to this progression is the intelligent agent, a digital entity that can sense the environment, make meaning of the data, and take thoughtful actions to achieve desired