Monitoring is useful when a signal leads to an action. Track whether the workflow ran, whether it did the expected work, and which items are waiting for a decision. Give each important alert an owner and a clear first check.
Measure outcomes as well as runs
Count started, completed, and failed runs. Add measures relevant to the work, such as a growing backlog, stale inputs, duplicate attempts, or records that require review. Compare the destination with the source when a workflow can appear healthy while silently skipping items. Use a stable identifier so the operator can follow one item.
Pick useful thresholds and ownership
Use representative operating volume to decide which changes need attention. A quiet day may be normal for one queue and a failure for another. Record who receives each alert, which hours matter, and when to escalate. Suppress repeated copies of the same alert where the monitoring system supports that behavior.
Rehearse one alert response
Trigger a safe test failure and check the notification includes the workflow, time, reason, and next step. Verify the operator can find the affected items, decide whether a retry is safe, and document the result. Review alert noise and missed cases during the next support check.
Example
A report misses its expected source update and the operator receives a reason and next action.
What to do next
Define a response for each important signal, then test whether the person receiving it can act.