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.
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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