As data systems become more complex, the need for reliable, automated, and scalable orchestration has never been greater. This session explores how DevOps principles—like CI/CD, infrastructure-as-code, and observability—can be extended into the data domain. Using Azure DevOps , Terraform, and cloud-native orchestration tools, we’ll walk through designing an end-to-end data pipeline that’s automated, auditable, and cloud-ready.