Ikonnect.services
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AI Agents2025

Support Triage Agent

58% of tickets resolved automatically

Inbound support was outpacing a small team, and simple repeat questions were burying the tickets that truly needed a human.

ClaudeRAGn8n

58%

Tickets auto-resolved

24/7

First-response coverage

↑ CSAT

After rollout

The challenge

Support volume kept climbing while the team stayed the same size. Repetitive, easily-answered questions crowded out the complex cases, and response times slipped.

Our approach

  1. 1

    Trained an AI agent on the client's own help docs and past resolved tickets using retrieval (RAG).

  2. 2

    Wired it to classify, answer and route every incoming ticket, with a clean handoff to a human whenever confidence was low.

  3. 3

    Added guardrails and full logging so every automated reply is reviewable.

The outcome

  • 58% of tickets resolved automatically, end to end.

  • Human agents freed to focus on complex, high-value cases.

  • Faster first responses with a consistent, on-brand tone.

The AI agent handles more than half of our inbound tickets, and customers can't tell the difference.
Head of Customer Success · SaaS company

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