I’m doing product research on how RevOps teams find problems that don’t trigger an obvious failure.

A routing rule stops assigning some leads, a lifecycle stage quits updating, or billing and the CRM slowly drift apart. Every system still appears to be working, so nobody gets alerted. Usually, someone notices later because a dashboard looks strange, a rep complains, or Finance finds that the numbers don’t match. Then someone has to work backward through the CRM, warehouse, billing system, automations, and spreadsheets to find where the problem started and what it affected.

I’m trying to understand how common this actually is. I’m not selling anything.

What was the last issue that broke quietly in your revenue stack? How did you notice it, and how long did it take to find the cause?

If this rarely happens because your monitoring is already good, I’d genuinely like to hear how you set it up.