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Power BI Monitoring for Azure Data Factory

For teams running what is azure data factory, the question quickly becomes: how do I see when it breaks, and what depends on it? Azure Data Factory is the backbone of many enterprise data pipelines — it moves and transforms data before Power BI can refresh it. When an ADF pipeline fails, Power BI datasets that depend on it will either fail too or silently serve stale data. MetricSign connects to both ADF and Power BI, so you can trace a failed refresh all the way back to the specific ADF activity that caused it.

What you can monitor

  • Automatically link Power BI dataset refreshes to the ADF pipeline run that loaded the data
  • Get a single incident when an ADF pipeline fails, rather than separate alerts from ADF Monitor and Power BI
  • See end-to-end run history: when did the pipeline finish, when did the dataset start refreshing, when did the report update
  • Detect when a dataset refreshes successfully but is serving data from a failed or partial pipeline run

How MetricSign helps

01Full chain visualization from ADF pipeline run to Power BI report
02Automatic activity-level error detail when an ADF pipeline fails
03Unified incident timeline combining ADF run status and Power BI refresh status
04Configurable alerts when ADF pipelines exceed their normal duration baseline

MetricSign vs alternatives

Existing tools like Azure Monitor, ADF native alerts, Azure Logic Apps notifications are built for their own domain — not for connecting Azure Data Factory 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
ADF native alerts
Azure Logic Apps notifications
MetricSign
Covers ADF and Power BI in one view
Chain visualization from source to report
One incident feed, not multiple alert tools
45-day free trial, no credit card required

Common ADF error codes

View all 356
UserErrorAccessDenied
An ADF pipeline activity was denied access to the target resource — most commonly because the ADF ma
UserErrorAzureBlobOperationFailed
An Azure Data Factory copy or data flow activity failed while reading from or writing to Azure Blob
UserErrorDataFactoryQuotaExceeded
An Azure Data Factory operation failed because a service quota was exceeded. Common quota limits inc
UserErrorDataFlowExecutionTimeout
An Azure Data Factory mapping data flow activity exceeded its execution timeout and was terminated.
UserErrorKeyNotFoundInKeyVault
An Azure Data Factory pipeline attempted to retrieve a secret or key from Azure Key Vault but the re
UserErrorLinkedServiceAuthenticationFailed
Azure Data Factory failed to authenticate to the target service using the credentials stored in the

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