Automated Issue Escalation with LangGraph and Jira | AI Support Workflow
In this video, I show how I built an AI system that can detect when a user reports an issue, bug, or problem — and automatically create a Jira ticket for it.
The system doesn’t just log the problem. It also retrieves relevant information, generates an AI response, and sends everything straight into Jira for the support team to handle.
How it works:
Listens for keywords in the user’s message
Finds helpful context from stored documents
Uses AI to create a clear response
Sends all details to Jira as a new ticket
Tech used:
LangGraph, Qdrant, OpenAI GPT-3.5, Jira API, Python
Why it’s useful:
This makes handing off from AI to human teams smooth and fast, so issues don’t get lost and users get help quicker.