Automate Service Ticket Triage with GPT-4o & Taiga

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Important notice

This workflow is provided as-is. Please review and test before using in production.

1. Workflow Overview

Usecase : When a new service ticket is created in Taiga, it's often unclear whether it contains sufficient details to begin work. This workflow automates the triage process by: 1. Using an AI model...

Best for

Ticket Management automation workflows
AI Summarization automation workflows
advanced n8n builders looking for reusable templates

Tools used

n8n-nodes-base.taigatrigger, n8n-nodes-base.stickynote, n8n-nodes-base.if, n8n-nodes-base.taiga, n8n-nodes-base.switch, @n8n/n8n-nodes-langchain.agent, @n8n/n8n-nodes-langchain.outputparserstructured, @n8n/n8n-nodes-langchain.lmchatopenai

Source and attribution

This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by Eric Mooney.

Original n8n.io source

1.1 Workflow description

Title: Automate Service Ticket Triage with GPT-4o & Taiga
Workflow name: Automate Service Ticket Triage with GPT-4o & Taiga

Usecase: When a new service ticket is created in Taiga, it's often unclear whether it contains sufficient details to begin work. This workflow automates the triage process by:

Using an AI model to extract key information from the ticket description.
Automatically assigning values for:
- Type (Bug, Enhancement, Onboarding, Question)
- Severity (Wishlist, Minor, Normal, Important, Critical)
- Priority (Low, Normal, High)
- Status (New, Needs More Info, etc.)
Detecting missing critical data and blocking the ticket if incomplete.

Setup instructions here: https://github.com/emooney/Service_Ticket_Triage_Helper

1.2 Logical Blocks

This catalog entry is organized from the workflow JSON. The node-level section below shows the executable blocks available for review before importing the template.

2. Block-by-Block Analysis

Block 1 - Service Ticket Created

Type / Role: n8n-nodes-base.taigaTrigger - taigaTrigger
Config choices: Version 1

Block 2 - Sticky Note

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 3 - More Info Needed?

Type / Role: n8n-nodes-base.if - if
Config choices: Version 2.2

Block 4 - Set Type to Question

Type / Role: n8n-nodes-base.taiga - taiga
Config choices: Version 1

Block 5 - Define Type

Type / Role: n8n-nodes-base.switch - switch
Config choices: Version 3.2

Block 6 - Set Type to Enhancement

Type / Role: n8n-nodes-base.taiga - taiga
Config choices: Version 1

Block 7 - Set Type to Bug

Type / Role: n8n-nodes-base.taiga - taiga
Config choices: Version 1

Block 8 - Set to Needs Info & Block

Type / Role: n8n-nodes-base.taiga - taiga
Config choices: Version 1

Block 9 - Set Type to Onboarding

Type / Role: n8n-nodes-base.taiga - taiga
Config choices: Version 1

Block 10 - Define Severity

Type / Role: n8n-nodes-base.switch - switch
Config choices: Version 3.2

Block 11 - Set Severity to Wishlist

Type / Role: n8n-nodes-base.taiga - taiga
Config choices: Version 1

Block 12 - Set Severity to Minor

Type / Role: n8n-nodes-base.taiga - taiga
Config choices: Version 1

Block 13 - Set Severity to Normal

Type / Role: n8n-nodes-base.taiga - taiga
Config choices: Version 1

Block 14 - Set Severity to Critical

Type / Role: n8n-nodes-base.taiga - taiga
Config choices: Version 1

Block 15 - Set Severity to Important

Type / Role: n8n-nodes-base.taiga - taiga
Config choices: Version 1

Block 16 - Define Priority

Type / Role: n8n-nodes-base.switch - switch
Config choices: Version 3.2

Block 17 - Set Priority To Low

Type / Role: n8n-nodes-base.taiga - taiga
Config choices: Version 1

Block 18 - Set Priority To High

Type / Role: n8n-nodes-base.taiga - taiga
Config choices: Version 1

Block 19 - Set Priority To Normal

Type / Role: n8n-nodes-base.taiga - taiga
Config choices: Version 1

Block 20 - AI Agent

Type / Role: @n8n/n8n-nodes-langchain.agent - agent
Config choices: Version 1.9

Block 21 - Structured Output Parser

Type / Role: @n8n/n8n-nodes-langchain.outputParserStructured - outputParserStructured
Config choices: Version 1.2

Block 22 - OpenAI Chat Model

Type / Role: @n8n/n8n-nodes-langchain.lmChatOpenAi - lmChatOpenAi
Config choices: Version 1.2

3. Summary Table

Workflow	Automate Service Ticket Triage with GPT-4o & Taiga
Complexity	advanced
Nodes	22
Categories	Ticket Management, AI Summarization
Author	Eric Mooney
Published	04 Jun 2025

4. Reproducing the Workflow from Scratch

1. Download the workflow JSON

Use the JSON export at /data/workflows/4665/4665.json as the source template for this automation.
2. Import the template into n8n

Open n8n, import the downloaded JSON, and review each node before activating the workflow.
3. Configure credentials and variables

Replace placeholder credentials, API keys, webhook URLs, account IDs, and environment-specific values with your own settings.
4. Test with sample data

Run the workflow manually or in a staging workspace, inspect node output, and confirm downstream systems receive the expected data.
5. Activate and monitor

Enable the workflow only after testing, then monitor executions, errors, and rate limits during the first production runs.

5. General Notes & Resources

Review imported nodes carefully before activation. This catalog entry is intended to help you inspect the workflow structure, understand required services, and find related templates faster.

Node names, credentials, schedules, webhook paths, and external service limits may need adjustment for your workspace.

Download workflow JSON Original n8n.io source Ticket Management workflows AI Summarization workflows

Frequently asked questions

What does Automate Service Ticket Triage with GPT-4o & Taiga do?

What do I need before importing this workflow?

Review the workflow JSON, configure any required credentials in n8n, and test the automation in a safe workspace before using it in production.

Can I customize this workflow?

Yes. Use the block-by-block analysis and the downloadable JSON to inspect each node, then adjust credentials, prompts, schedules, filters, or destinations for your Ticket Management, AI Summarization use case.

Eric Mooney

2 workflows

Nodes

n8n-nodes-base.taigatrigger n8n-nodes-base.stickynote n8n-nodes-base.if n8n-nodes-base.taiga n8n-nodes-base.switch @n8n/n8n-nodes-langchain.agent @n8n/n8n-nodes-langchain.outputparserstructured @n8n/n8n-nodes-langchain.lmchatopenai

Complexity

advanced

Published 04 Jun 2025

Likes 0

View on n8n.io Download Workflow

Install path: /data/workflows/4665/4665.json

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Automate Service Ticket Triage with GPT-4o & Taiga

Workflow preview

Important notice

1. Workflow Overview

Best for

Tools used

Source and attribution

1.1 Workflow description

1.2 Logical Blocks

2. Block-by-Block Analysis

Block 1 - Service Ticket Created

Block 2 - Sticky Note

Block 3 - More Info Needed?

Block 4 - Set Type to Question

Block 5 - Define Type

Block 6 - Set Type to Enhancement

Block 7 - Set Type to Bug

Block 8 - Set to Needs Info & Block

Block 9 - Set Type to Onboarding

Block 10 - Define Severity

Block 11 - Set Severity to Wishlist

Block 12 - Set Severity to Minor

Block 13 - Set Severity to Normal

Block 14 - Set Severity to Critical

Block 15 - Set Severity to Important

Block 16 - Define Priority

Block 17 - Set Priority To Low

Block 18 - Set Priority To High

Block 19 - Set Priority To Normal

Block 20 - AI Agent

Block 21 - Structured Output Parser

Block 22 - OpenAI Chat Model

3. Summary Table

4. Reproducing the Workflow from Scratch

1. Download the workflow JSON

2. Import the template into n8n

3. Configure credentials and variables

4. Test with sample data

5. Activate and monitor

5. General Notes & Resources

Frequently asked questions