An AI agent is a software program that can observe what is happening around it, understand the information, and take actions to reach a goal. Modern agentic AI systems use many smaller agents that work together, share memory, and learn from feedback. This helps them solve complex tasks in a step-by-step way. By using machine learning, NLP, and large language models, these systems can handle enterprise workflows more efficiently and turn raw data into clear, useful business insights.