Research

Ticket triage: automate where rollback is possible

A research structure for suggestions, overrides and rollback in service workflows.

Research / Concept visualization. Not a client case or service result.

Context

Research / Concept visualization; no client tickets are used.

Problem

Triage can create efficiency, but wrong priorities amplify service risk.

Workflow before

Ticket arrives → read manually → choose queue → continue.

Intervention

Have AI suggest classification and evidence before support confirms.

Workflow after

Speed up the recommendation layer without delegating irreversible actions.

Deliverables

  • Risk-tier question set
  • Offline eval-set proposal
  • Human escalation path