Designing Reliable Data Platforms: Centralized Failure Logging Framework with Azure Monitor (opens in new tab)

Introduction Modern data platforms are no longer just about moving and transforming data. In production, what really matters is reliability — and how quickly you can understand and react when something breaks. If you’re using Azure Synapse/ADF/Microsoft Fabric, you already have built-in monitoring. You can see pipeline runs, activity outputs, and error messages. That works well when you’re debugging a single failure. But it doesn’t scale. Once you have dozens of pipelines running across multi...