MetricSign

MetricSign provides cross‑stack monitoring for the Microsoft Azure data ecosystem, linking services such as Power BI, Azure Data Factory, Microsoft Fabric, Databricks, and dbt. It ingests metadata from each component, builds a unified view of data lineage, and surfaces incidents as they propagate from source pipelines through models to dashboards. The platform presents a live incident feed that shows the full chain of assets involved in a failure, allowing users to see where a problem originated and how it affects downstream reports.

The tool automatically traces the root cause of each incident and translates the technical details into plain‑language remediation steps. By offering a “Chain Detector,” “Root Cause Navigator,” and “Fix Translator,” it aims to reduce the time between detection and resolution, helping Azure administrators address data quality issues before end users encounter them.

MetricSign operates on metadata only; no data leaves the Azure stack, and tenant‑read access is sufficient for connection. It is positioned as an experimental, free‑to‑start solution that fills a monitoring gap across multiple Azure data services.