agent vs chatbot: when product managers should build each

Understanding the real difference between an agent vs chatbot is critical for product managers deciding what to build. Many products claim to have autonomous tools but just deploy text generators. The core distinction is not intelligence but autonomy. A chatbot acts like a helpline that provides information and waits for the user. An agent operates like a technician who takes a goal, uses tools, tests outcomes, and loops until the job is done. This freedom to act makes agents useful but introduces unique risks and higher costs. Product managers must choose based on the job to be done and implement strict guardrails when deploying autonomous systems. In this lesson: - The difference between a helpline chatbot and a technician agent - How autonomous loops and tool usage define true agents - Why freedom to act increases both utility and product risk - How to choose the right approach based on the user job - Setting guardrails and human oversight for actions U2xAI Academy - AI skills for product managers.