Leveraging a self-hosted DevOps infrastructure on Linux presents a robust and customizable approach to architecting AI pipelines. By implementing these pipelines in a controlled domain, organizations can streamline the entire AI workflow, from data manipulation to model deployment. This empowers teams to integrate seamlessly, promoting reproducibil