Artificial intelligence (AI) is transforming the way we manage and optimize our Drupal sites. In this session, we will not only explore how to leverage Drupal modules that already integrate AI to automate essential tasks such as content generation, chatbot creation, and workflow improvement, but we will also discuss when to choose AI-powered solutions and when to avoid them. Through practical examples, we will discuss the benefits and potential limitations of using AI in the context of Drupal, so that developers can make informed decisions about implementing these tools in their projects. This talk is aimed at backend developers looking to implement AI in their projects and maximize efficiency in the Drupal ecosystem, with a strategic approach that allows them to understand when these solutions provide the most value.