Risk management is the management of uncertainty. That's what risk is. The member is absolutely right; things will happen. You look for the anomalies. These standardized systems—the use of dashboards in, say, project management—are becoming more pervasive in departments. They are very useful tools; they flag things that seem wrong.
I agree with you entirely, that's what you watch for. It's certainly how I spend a lot of my time.