AI Support Triage Bot

Built an AI triage system that reduced first-response time by 70%.

AI EnablementAutomationRapid Prototyping
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Problem

The founder was personally handling all first-line support, with no time to triage efficiently.

What I built

An AI system that classifies, prioritises, and drafts first responses for incoming support requests.

My contribution

Built the full triage system in under a week, from classification logic to draft response generation.

Process

  1. Classified ticket patterns

    Found the handful of categories that covered 80% of volume.

  2. Built triage and drafting

    Automated classification and first-draft responses for review.

Outcome

First response time down 70%, freeing the founder from most first-line support.