Many products add a chat box and call it an AI experience. This approach shifts the burden from the system to the user: they must know what to ask, what context to provide, and how to correct the results.
A good AI feature should fit into existing workflows, understand the available context, and deliver verifiable actions. Users shouldn’t need to become prompt experts; they just need to see their usual tasks completed faster and with fewer errors.