Leveraging a self-hosted DevOps infrastructure on Linux presents a robust and flexible approach to architecting AI pipelines. By deploying these pipelines in a controlled setting, organizations can optimize the entire AI workflow, from data manipulation to model deployment. This empowers teams to synchronize seamlessly, ensuring reproducibility and