Artificial Intelligence is changing the enterprise, particularly in domains where data is centralised, such as software development, documentation, and enterprise knowledge systems. In these environments, data is structured and easily accessible. It can be aggregated, processed asynchronously, and acted upon without immediate operational consequences. Cloud-based architectures align well with these