Auto-Classify Security Incidents with GPT-4 and Google Sheets for SOC Teams
## ☀ Who it's for Blue team leads, SOC analysts, and IR 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. ## ℹ How it works / What it does - Reads recent endpoint alerts from Google Sheets - Sends alert data (hostname, IP, risk score) to OpenAI GP model - GP 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 GP Prompt - Adjust language or risk thresholds inside the Classify Incident (GP) 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 GP 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 CYBERPULSE BlueOps Pro automation suite. Explore the full set at ☀️🌐 cyberpulsesolutions.com/blueops
☀ Who it's for
Blue team leads, SOC analysts, and IR 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.
ℹ How it works / What it does
- Reads recent endpoint alerts from Google Sheets
- Sends alert data (hostname, IP, risk score) to OpenAI GP model
- GP 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 GP Prompt
- Adjust language or risk thresholds inside the Classify Incident (GP) 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 GP 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 CYBERPULSE BlueOps Pro automation suite.
Explore the full set at ☀️🌐 cyberpulsesolutions.com/blueops
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How to import this workflow into n8n
- 1Purchase or download the workflow to get the n8n workflow JSON file.
- 2In your n8n instance, open Workflows and choose "Import from File" (or paste the JSON with Ctrl+V on the canvas).
- 3Open each node marked with a credential warning and connect your own accounts and API keys.
- 4Run the workflow once manually to verify the data flow, then toggle it to Active.
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