Leveraging a self-hosted DevOps infrastructure on Linux presents a robust and flexible approach to architecting AI pipelines. By configuring these pipelines in a controlled space, organizations can streamline the entire AI workflow, from data processing to model execution. This empowers teams to collaborate seamlessly, promoting reproducibility and