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PRIYA DHARSHINI.R
PRIYA DHARSHINI.R

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Smart Support Desk-AI-Enabled Ticket Management System

*Create Ticket & Email-to-Ticket Automation Module *

Developed an intelligent ticket management module for the Smart Support Desk AI-enabled system that allows users to create support tickets manually and automatically through email integration.

Key Features:

  1. Manual Ticket Creation through a user-friendly web interface
  2. Automatic Email-to-Ticket Generation using incoming support emails
  3. AI-based Ticket Categorization (Network, Login, Software, etc.)
  4. Priority Detection (High, Medium, Low)
  5. Unique Ticket ID Generation
  6. Real-time Ticket Status Tracking

Database Integration using Postgre SQL
Dashboard Visualization for ticket analytics and monitoring

Email-to-Ticket Workflow:

  1. User sends an email to the support mailbox
  2. System reads incoming emails automatically
  3. Email subject and body are analyzed
  4. AI predicts issue category and priority
  5. A support ticket is generated instantly
  6. Ticket details are stored in the database
  7. Notification and acknowledgement email are sent to the user
  8. The user will get the email along with ai suggestion(until the support team reaches the user support the user can be go ahead with ai-suggestion which was generated on email) in which priority the ticket was reached the support team.

Technologies Used:
Frontend: HTML, CSS, TypeScript
Backend: Node.js
Database: Postgre SQL
AI/ML: Python-based ticket classification model
Email Service: SMTP / IMAP Integration
Dashboard: AI -Dashboard and AI-Suggestion

Outcome:
This module reduces manual workload for support teams, improves response time, automates issue handling, and enables intelligent ticket processing in real-time enterprise environments.

Top comments (1)

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nimrit_singh_040d08d6fefc profile image
Nimrit Singh •

A smart support desk can make ticket management much easier, especially when a business receives a large number of customer requests.

An AI-enabled ticket management system can help with tasks like:

  • Automatically sorting and assigning tickets
  • Identifying urgent customer issues
  • Suggesting replies for common questions
  • Tracking ticket status and response time
  • Keeping customer conversations in one place
  • Providing reports to understand support performance

The main benefit is that support teams can spend less time on repetitive work and more time handling issues that need personal attention. I think the key is finding a system that fits the team's actual workflow rather than choosing one just because it has more AI features.