Read the Escalation Signal Ladder
Interpret escalation-prediction magnitudes and apply them to earlier support routing decisions.
Escalation prediction is strongest when teams capture structured ticket signals early, not only when the customer becomes angry. Escalation prediction signal ladder Support tickets studied industrial IBM field data over 2.5M Escalations observed management-visible cases 10,000 Escalation recall feature-engineered model 87.36% Analyst workload reduction tickets to inspect 88.23% High recall means fewer risky cases missed. Workload reduction means signals focus analyst attention. What routing behavior does this evidence most strongly support? Capture structured risk signals early and route cases when authority or expertise is missing.
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