ITSM AI Automation

AI-powered service desk automation

Impact & Capabilities

A comprehensive ITSM automation platform that leverages OpenAI GPT to streamline service desk workflows. Features include automated email classification, AI-powered customer support, and intelligent troubleshooting assistance for analysts.

📧 Automated Email Triage

Before:

Analysts spent 10+ minutes manually reading emails, categorizing issues, and creating tickets

After:

AI automatically parses emails, classifies as Incident/Request, and generates ticket descriptions in seconds

📝 Work Notes Quality

Before:

“tried some stuff, fixed it”

After:

“Identified VPN connectivity issue. Verified network settings, reset VPN client configuration. User confirmed successful connection to corporate network.”

💬 Smart Customer Portal

Before:

Vague tickets: “My computer is slow” - requiring multiple back-and-forth emails

After:

AI asks: “Which applications are slow?”, “When did this start?”, “What's your device model?” - Complete context on first submission

🤖 AI Troubleshooting Assistant

Before:

Analysts search knowledge base, escalate to senior staff, wait for responses

After:

Chat with AI advisor for instant troubleshooting steps, common solutions, and best practices

🎯 Intelligent Classification

Before:

Manual categorization leads to misrouted tickets and delays

After:

AI accurately distinguishes Incidents from Requests, suggests categories, and routes to correct teams

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System Architecture

ITSM System Architecture Diagram

Key Features

Click any card to see the workflow

📧

Initial Reviewer

  • Email file upload and parsing
  • AI classification (Incident vs Request)
  • Automated ticket generation
  • Analysis with next steps and integration recommendations
Click to see workflow

Workflow

Click to flip back
1Email Upload
2AI Parse & Classify
3Generate Analysis & Recommendations
4Review & Load into ServiceNow
💬

Customer Portal

  • Self-service ticket creation
  • AI-generated contextual questions
  • Automated data gathering and linking
  • Real-time validation
Click to see workflow

Workflow

Click to flip back
1Identify Requestor
2Describe Issue
3AI Follow-up Questions
4Gather & Link Related Data
5Review & Submit
🤖

General Advisor

  • AI chat assistant for analysts
  • Context-aware troubleshooting
  • Automated work notes
  • Smart closure documentation
Click to see workflow

Workflow

Click to flip back
1Select Incident
2AI Chat Interface
3Troubleshoot Issue
4Generate Work Notes
5Close Ticket

Tech Stack

Frontend

  • Next.js
  • React
  • Tailwind CSS
  • TypeScript

Backend

  • FastAPI
  • Python
  • SQLAlchemy
  • Alembic

Database

  • PostgreSQL
  • AWS RDS

AI/ML

  • OpenAI GPT
  • Prompt Engineering

Infrastructure

  • AWS
  • Docker
  • AWS EC2
  • AWS Amplify
  • Nginx

🔒 Security

  • SSL/TLS (Let's Encrypt)
  • JWT Authentication
  • AWS Secrets Manager
  • CORS Protection
  • IAM Roles

Data Orchestration

Databricks
Airflow orchestration
PySpark pipelines