
Exception Volume Is the Real Loss Ratio
Most organizations treat incidents as the problem. They’re not. Incidents are the visible tip. The real cost driver is exception volume: the steady stream of ambiguous moments that force humans to intervene, improvise, and escalate. When exception volume rises, everything follows: more dispatcher touch, more downtime, more disputes, more customer escalations, more unplanned spend, and eventually a higher cost of risk. The balance sheet doesn’t move because one event happened. It moves because uncertainty became normal.























