This article presents a solution and guidance for developing offline data operations and data management (DataOps) for an automated driving system. The DataOps solution is built on the framework that's outlined in Autonomous vehicle operations (AVOps) design guide. DataOps is one of the building blocks of AVOps. Other building blocks include machine learning operations (MLOps), validation operations (ValOps), DevOps, and centralized AVOps functions
https://learn.microsoft.com/en-us/azure/architecture/example-scenario/automotive/autonomous-vehicle-operations-dataops.