LLM Ticket Classifier IT support triage demo
Loading semantic model…

AI · MACHINE LEARNING · NLP

Turn support requests into structured IT tickets.

Enter a natural-language support request and the demo analyses the text, predicts a category and priority, and creates a concise ticket summary.

INPUT

Support request

LIVE DECISION VIEW

How the classifier is interpreting the ticket
Waiting for text…
Security
0
Networking
0
Account
0
Hardware
0
Software
0

Start typing a support request to see which words influence the classification.

decision_engine.js LIVE
// Waiting for ticket input...
analyse(ticket) {
  tokenize(ticket);
  scoreCategories();
  chooseHighestScore();
}
Try:

MODEL OUTPUT

Classification

Your classification will appear here.

PROJECT OVERVIEW

How this demonstrates LLM-style text classification

The interface uses a transformer-based zero-shot language model running directly in the browser. It evaluates the meaning of the whole ticket rather than relying on simple keyword matches, then predicts category, business scope and priority without exposing an API key.