Global software support team
AI Support Triage & Escalation System
Designed an AI triage system that classifies inbound issues, drafts responses, routes escalations, and holds risky tickets behind review checkpoints.
Case focus
Support leads needed faster first response and cleaner escalation paths without letting low-confidence automation reach customers unchecked.
Challenge pressure
Support leads needed faster first response and cleaner escalation paths without letting low-confidence automation reach customers unchecked.
Delivery response
Designed an AI triage system that classifies inbound issues, drafts responses, routes escalations, and holds risky tickets behind review checkpoints.
Measured outcomes
First-response time reduced by 72%
Escalation quality improved with human review gates
Support queue load stabilized during peak periods
Technology stack
Delivery fit
Designed for Global software support team where ai agents needed to feel like a dependable operating system, not a fragile prototype.