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AutomationJanuary 10, 20267 min read

How We Built an AI-Powered Helpdesk in n8n for Under ₱50,000

A step-by-step breakdown of how AICore built a fully automated helpdesk using n8n, Claude API, Google Sheets, and Telegram for a Philippine enterprise client.

One of the most common requests we get from Philippine SMEs is: "Can we automate our helpdesk without spending millions?" The answer is yes — and here is exactly how we do it.

The Stack

  • n8n — workflow automation engine (self-hosted)
  • Claude API — AI response generation
  • IONOS IMAP/SMTP — email trigger and response
  • Google Sheets — ticket logging and tracking
  • Telegram — agent notifications and escalations

Total setup cost: under ₱50,000 for initial deployment including configuration and testing.

How It Works

1. Customer sends an email to support@yourdomain.com

2. n8n detects the new email via IMAP trigger

3. Email content is sent to Claude API with your support context

4. Claude generates a draft response

5. Response is logged to Google Sheets as a new ticket

6. If confidence is high: response is sent automatically

7. If confidence is low: Telegram alert sent to human agent for review

What Gets Automated

  • FAQ responses (70–80% of typical support volume)
  • Ticket creation and categorization
  • Response time tracking
  • Escalation routing based on keywords or sentiment

What Stays Human

  • Complex technical issues
  • Billing disputes
  • Complaints requiring empathy and judgment
  • New issue types the AI has not seen before

Results from Our Deployments

Clients typically see 60–75% of support emails handled automatically within the first month. Human agents focus on the remaining 25–40% that genuinely requires their expertise.

Getting Started

The fastest path is a 2-week sprint: Week 1 for configuration and training on your support content, Week 2 for testing and go-live. Most clients are fully operational within 14 days.

AC

AICore IT Solutions

Philippine-based AI solutions provider deploying voice agents, RAG systems, and enterprise automation for BPO and operations teams since 2024.

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