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Automated Email Reply System Overview

Mar 28, 2025

Building an Automated Email Reply System

Importance of Immediate Replies

  • 90% of customers rate an immediate reply as essential.
  • 60% define "immediate" as within 10 minutes.
  • Automation helps achieve rapid response times.

Overview of the Automated Workflow

  1. Workflow Activation
    • Begins with a workflow that becomes active upon email receipt.
  2. Email Sending
    • Example given by sending a consultation email from a Gmail account.
  3. Automating Tasks
    • System automatically categorizes emails and generates replies.

Workflow Details

  1. Gmail Trigger Node
    • Activates when a new email is received.
  2. Information Extraction
    • Uses OpenAI to extract the sender's name from the email.
    • Conditional paths based on successful extraction of name.
  3. Crafting Replies
    • Generates an introduction (e.g., "Dear Mike" or "Hi").
    • Uses a merge node to choose between personalized or generic greetings.

Email Classification

  1. Email Classifier
    • Utilizes AI to classify emails into predefined categories (Consultation, Feedback, Payment/Billing, etc.).
  2. Path Routing
    • Routes emails based on classification to appropriate paths for response.

Setting Up the System

  1. Creating a New Workflow
    • Begins at the dashboard with creating and configuring a new workflow.
  2. Trigger Setup
    • Gmail trigger for receiving emails set at a "poll" interval of every minute.

Information Extraction

  • Node for Extracting Name
    • If name is extracted, creates personalized greeting.
    • If not, defaults to a generic greeting.

Classifying Emails

  • Text Classifier Setup
    • Configured to identify categories such as Service Inquiry, Consultation Booking, Feedback, etc.
  • Category Descriptions
    • Specifies criteria for each email category.

Labeling and Replying

  1. Label Emails
    • Assigns labels (e.g., Service Inquiry, Consultation) based on classification.
  2. Automated Replies
    • Uses templates for replies tailored to category with personalized introduction.

Implementation

  • Testing & Debugging
    • Demonstrates setting up correct paths and labels, adjusting replies, ensuring accurate categorization.
  • Node Duplication
    • Streamlining process by duplicating similar nodes and customizing them for specific categories.

Conclusion

  • Demonstrates an effective automated email response system.
  • Encourages customization based on specific business needs.