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Automated ticket triage for HaloPSA with Gemini AI summary generation

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Automated ticket triage for HaloPSA with Gemini AI summary generation preview
Open on n8n.io

Important notice

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

1. Workflow Overview

What it is This workflow listens for new tickets in HaloPSA via webhook, generates a professional AI powered summary of the issue using Gemini (or another LLM), and posts it back into the ticket as...

Best for

  • AI Summarization automation workflows
  • Multimodal AI automation workflows
  • advanced n8n builders looking for reusable templates

Tools used

n8n-nodes-base.stickynote, n8n-nodes-base.webhook, n8n-nodes-base.code, @n8n/n8n-nodes-langchain.agent, @n8n/n8n-nodes-langchain.lmchatgooglegemini, n8n-nodes-base.httprequest

Source and attribution

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

Original n8n.io source

1.1 Workflow description

Title
Automated ticket triage for HaloPSA with Gemini AI summary generation
Workflow name
Automated ticket triage for HaloPSA with Gemini AI summary generation

What it is

This workflow listens for new tickets in HaloPSA via webhook, generates a professional AI-powered summary of the issue using Gemini (or another LLM), and posts it back into the ticket as a private note.

It’s designed for MSPs using HaloPSA who want to reduce triage time and give engineers a clear head start on each support case.

✨ Features • 🔔 Webhook trigger from HaloPSA on new ticket creation • 🚧 Optional team filter (skip Sales or other queues) • 📦 Extracts ticket subject, details, and ID • 🧠 Builds a structured AI prompt with MSP context (NinjaOne, M365, CIPP) • 🤖 Processes via Gemini or other LLM • 📑 Cleans & parses JSON output (summary, next step, troubleshooting) • 🧱 Generates a branded HTML private note (logo + styled sections) • 🌐 Posts the note back into HaloPSA via API

🔧 Setup 1. Webhook • Replace WEBHOOK_PATH and paste the generated Production URL into your HaloPSA webhook. 2. Guard filter (optional) • Change teamName or teamId to skip tickets from specific queues. 3. Branding • Replace YOUR_LOGO_URL and Your MSP Brand in the HTML note builder. 4. HaloPSA API • In the HTTP node, replace YOUR_HALO_DOMAIN and add your Halo API token (Bearer auth). 5. LLM credentials • Set your API key in the Gemini / OpenAI node credentials section. 6. (Optional) Adjust the AI prompt with your own tools or processes.

✅ Requirements • HaloPSA account with API enabled • Gemini / OpenAI (or other LLM) API key • SMTP (optional) if you want to extend with notifications

⚡ Workflow overview

🔔 Webhook → 🚧 Guard → 📦 Extract Ticket → 🧠 Build AI Prompt → 🤖 AI Agent (Gemini) → 📑 Parse JSON → 🧱 Build HTML Note → 🌐 Post to HaloPSA

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 - Note: Webhook

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

Block 2 - Webhook

Type / Role
n8n-nodes-base.webhook - webhook
Config choices
Version 2.1

Block 3 - Note: Guard

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

Block 4 - Guard

Type / Role
n8n-nodes-base.code - code
Config choices
Version 2

Block 5 - Note: Extract

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

Block 6 - Extract Ticket

Type / Role
n8n-nodes-base.code - code
Config choices
Version 2

Block 7 - Note: Prompt

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

Block 8 - Build AI Prompt

Type / Role
n8n-nodes-base.code - code
Config choices
Version 2

Block 9 - Note: AI Agent

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

Block 10 - AI Agent

Type / Role
@n8n/n8n-nodes-langchain.agent - agent
Config choices
Version 2.2

Block 11 - Note: LLM Model

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

Block 12 - Google Gemini Chat Model

Type / Role
@n8n/n8n-nodes-langchain.lmChatGoogleGemini - lmChatGoogleGemini
Config choices
Version 1

Block 13 - Note: Parse

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

Block 14 - Parse AI JSON

Type / Role
n8n-nodes-base.code - code
Config choices
Version 2

Block 15 - Note: HTML Note

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

Block 16 - Build AI HTML Note

Type / Role
n8n-nodes-base.code - code
Config choices
Version 2

Block 17 - Note: Wrap

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

Block 18 - Wrap for Halo

Type / Role
n8n-nodes-base.code - code
Config choices
Version 2

Block 19 - Note: Halo HTTP

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

Block 20 - HaloPSA: Create Note

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.2

3. Summary Table

Workflow Automated ticket triage for HaloPSA with Gemini AI summary generation
Complexity advanced
Nodes 20
Categories AI Summarization, Multimodal AI
Author WhySoSerious
Published 18 Aug 2025

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/7557/7557.json as the source template for this automation.

  2. 2. Import the template into n8n

    Open n8n, import the downloaded JSON, and review each node before activating the workflow.

  3. 3. Configure credentials and variables

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

  4. 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. 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.

Frequently asked questions

What does Automated ticket triage for HaloPSA with Gemini AI summary generation do?

What it is This workflow listens for new tickets in HaloPSA via webhook, generates a professional AI powered summary of the issue using Gemini (or another LLM), and posts it back into the ticket as...

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 AI Summarization, Multimodal AI use case.