Auto-classify security incidents with GPT-4 and Google Sheets for SOC teams

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Important notice

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

1. Workflow Overview

Who it’s for Blue Team leads, SOC analysts, and IT responders looking to automatically classify security alerts using AI driven logic and asset based risk signals. Ideal for teams already scorin...

Best for

SecOps automation workflows
AI Summarization automation workflows
intermediate n8n builders looking for reusable templates

Tools used

n8n-nodes-base.set, n8n-nodes-base.googlesheets, n8n-nodes-base.httprequest, n8n-nodes-base.scheduletrigger, n8n-nodes-base.stickynote

Source and attribution

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

Original n8n.io source

1.1 Workflow description

Title: Auto-classify security incidents with GPT-4 and Google Sheets for SOC teams
Workflow name: Auto-classify security incidents with GPT-4 and Google Sheets for SOC teams

👤 Who it’s for

Blue Team leads, SOC analysts, and IT responders looking to automatically classify security alerts using AI-driven logic and asset-based risk signals.

Ideal for teams already scoring threats via CyberScan or BlueOps Module 3, and needing to prioritize next steps across Monitor / Investigate / Isolate / Escalate playbooks.

⚙️ How it works / What it does

Reads recent endpoint alerts from Google Sheets

Sends alert data (hostname, IP, risk score) to OpenAI GPT model

GPT returns structured JSON with:

severity tag (Low / Medium / High / Critical)

action recommendation (Monitor / Investigate / Isolate / Escalate)

Logs the full result to a centralized incident sheet

Can be expanded to trigger automated EDR actions or email alerts

🛠️ How to set up

Insert OpenAI API Key Replace placeholder with your actual OpenAI secret in the HTTP Request node

Connect Sheets Use your OAuth2 credentials to access the alerts input + classified log sheet

Tune GPT Prompt Adjust language or risk thresholds inside the 🧠 Classify Incident (GPT) node

Automation Add a Cron node or Webhook to run every X minutes/hours

📋 Requirements

OpenAI API key (GPT-4 or GPT-3.5 supported)

Google Sheets (or similar DB with alerts)

n8n credentials for Sheets access

Optional: Connected playbook actions or EDR endpoint logic

🧩 How to customize the workflow

Swap GPT with Claude, Gemini, or local LLM via API

Replace Google Sheets with Supabase or Airtable

Add a playbook router for Notify / Isolate logic

Integrate email or ticketing notification step

📦 This is a production-grade, AI-powered classification engine.

All inputs and tags are configurable. Safe placeholders are marked clearly.

📘 This module is part of the CYBERPULSEBlueOps Pro automation suite.

Explore the full set at 👉 cyberpulsesolutions.com/blueops

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 - ✏️ Format Tags

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

Block 2 - 📄 Google Sheets - Read Alerts

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

Block 3 - 🧠 Classify Incident (GPT)

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

Block 4 - Schedule Trigger

Type / Role: n8n-nodes-base.scheduleTrigger - scheduleTrigger
Config choices: Version 1.2

Block 5 - Google Sheets

Type / Role: n8n-nodes-base.googleSheets - googleSheets
Config choices: Version 4.5

Block 6 - Sticky Note

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

3. Summary Table

Workflow	Auto-classify security incidents with GPT-4 and Google Sheets for SOC teams
Complexity	intermediate
Nodes	6
Categories	SecOps, AI Summarization
Author	Adnan Tariq
Published	25 Jul 2025

4. Reproducing the Workflow from Scratch

1. Download the workflow JSON

Use the JSON export at /data/workflows/6412/6412.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 SecOps workflows AI Summarization workflows

Frequently asked questions

What does Auto-classify security incidents with GPT-4 and Google Sheets for SOC teams do?

Who it’s for Blue Team leads, SOC analysts, and IT responders looking to automatically classify security alerts using AI driven logic and asset based risk signals. Ideal for teams already scorin...

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 SecOps, AI Summarization use case.

Adnan Tariq

23 workflows

Nodes

n8n-nodes-base.set n8n-nodes-base.googlesheets n8n-nodes-base.httprequest n8n-nodes-base.scheduletrigger n8n-nodes-base.stickynote

Complexity

intermediate

Published 25 Jul 2025

Likes 0

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Install path: /data/workflows/6412/6412.json

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Auto-classify security incidents with GPT-4 and Google Sheets for SOC teams

Workflow preview

Important notice

1. Workflow Overview

Best for

Tools used

Source and attribution

1.1 Workflow description

👤 Who it’s for

⚙️ How it works / What it does

🛠️ How to set up

📋 Requirements

🧩 How to customize the workflow

📦 This is a production-grade, AI-powered classification engine.

📘 This module is part of the CYBERPULSEBlueOps Pro automation suite.

1.2 Logical Blocks

2. Block-by-Block Analysis

Block 1 - ✏️ Format Tags

Block 2 - 📄 Google Sheets - Read Alerts

Block 3 - 🧠 Classify Incident (GPT)

Block 4 - Schedule Trigger

Block 5 - Google Sheets

Block 6 - Sticky Note

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