This automation workflow enables scalable and uninterrupted customer support via email. It monitors incoming Gmail messages, processes them using a LangChain-based AI agent with dual LLM support, generates context-aware responses, and logs every interaction in Google Sheets. The fallback mechanism ensures reliability even if the primary AI model fails.
## Who it´s for
- Customer support teams aiming to automate routine email inquiries.
- SaaS companies needing scalable support without hiring more staff.
- Business owners looking to reduce agent workload and improve response speed.
- Developers and technical specialists exploring AI agent orchestration with fallback logic.
## What the automation does
- Monitors Gmail for new messages via polling trigger.
- Processes email content using a LangChain AI agent.
- Uses Google Gemini as primary LLM and falls back to OpenAI GPT on failure.
- Maintains conversation context using Simple Memory for continuity.
- Sends generated replies directly within the same email thread.
- Logs request type, priority, status, and metadata into Google Sheets.
- Flags complex or emotionally charged emails as "Escalated" and can notify team members.
## What´s included
- Ready-to-use n8n workflow.
- Trigger and handler logic for email processing.
- Integrations with Gmail, Google Sheets, Google Gemini API, and OpenAI API.
- Fallback mechanism between AI models.
- Basic text guide for setup and adaptation.
## Requirements for setup
- n8n instance (cloud or self-hosted).
- Gmail account with IMAP/SMTP and API access enabled.
- Google Cloud project with Gemini API activated.
- OpenAI account with active GPT API access.
- Google Sheet configured for logging interactions.
## Benefits and outcomes
- Reduces support load by up to 60% through automation of common queries.
- Ensures continuous operation even during primary AI provider outages.
- Cuts response time to minutes after message receipt.
- Full transparency via structured logging in Google Sheets.
- Enables analysis of inquiry patterns and categories.
- Maintains high-quality communication with contextual AI-generated replies.
## Important: template only
Important: you are purchasing a ready-made automation workflow template only. Rollout into your infrastructure, connecting specific accounts and services, 1:1 setup help, custom adjustments for non-standard stacks and any consulting support are provided as a separate paid service at an individual rate. To discuss custom work or 1:1 help, contact via Telegram: @gleb923.
automated email replies
AI support agent
email processing with AI
AI fallback model
LangChain agent
Google Gemini and GPT fallback
logging to Google Sheets
email support automation
n8n workflow
customer request handling
smart email responses
redundant AI model
Gmail autoresponder
context-aware replies
track requests in sheets
No feedback yet