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Power BI Monitoring for Azure Blob Storage / ADLS
Azure Data Lake Storage and Blob Storage are increasingly used as the raw storage layer beneath Power BI Direct Lake datasets and Import mode datasets that read Parquet or CSV files. When storage access is revoked, SAS tokens expire, or file paths change, Power BI refreshes fail silently or with cryptic errors. MetricSign monitors these refresh failures and classifies the root cause.
What you can monitor
- Detect when a SAS token or managed identity for Azure Blob/ADLS has expired, causing refresh failures
- Monitor refresh health for all datasets reading from a lakehouse or data lake
- Catch when a file was overwritten with an incompatible schema that breaks downstream Power BI models
- Track when Direct Lake datasets fail to sync because the ADLS path is no longer accessible
How MetricSign helps
01Refresh monitoring for ADLS and Blob Storage-connected datasets
02Credential and access error classification
03Schema change detection for datasets reading structured files (Parquet, CSV)
04Chain visualization linking ADLS storage paths to Power BI models
MetricSign vs alternatives
Existing tools like Azure Monitor Blob metrics, Azure Storage alerts, Fabric Monitoring Hub are built for their own domain — not for connecting Azure Blob Storage / ADLS failures to downstream Power BI report health. MetricSign bridges that gap: you get one incident feed that covers both layers without switching between dashboards.
Alternatives
—Azure Monitor Blob metrics
—Azure Storage alerts
—Fabric Monitoring Hub
MetricSign
✓Covers ADLS and Power BI in one view
✓Chain visualization from source to report
✓One incident feed, not multiple alert tools
✓Free to start, no credit card required