While building pipeline after pipeline- we might wonder, what comes next? Automation and Data Quality, of course! Here we will try to demystify data engineering's hardest problems when it comes to scaling: interoperability, standardization, and orchestration. This session discusses strategies and a complete beginner's roadmap for groups trying to implement their own DataOps infrastructures from scratch.