Illustrative Concept Case Study — Not a Verified Client Engagement.

Engineering an AI Ticket Triage & Human-in-the-Loop Escalation Pipeline

Deploying naive AI chatbots directly onto customer support channels frequently frustrates users when bots block urgent escalations or hallucinate policy exceptions. This illustrative concept case study demonstrates a safer 'AI-Assisted Triage + Human Verification' architecture.

System Architecture

Two-lane triage routing low-risk cited answers smoothly while fast-tracking urgent/billing tickets straight to human agents with pre-filled context.