Automated Security Incident Classification Using GPT-4 and Google Sheets

Overview

This workflow automates the classification of security incidents for Security Operations Center (SOC) teams by integrating Google Sheets and GPT-4. It ensures incidents are efficiently processed and categorized, reducing manual effort and response times.

Key Features

• Automated Scheduling: Incidents are fetched from Google Sheets at scheduled intervals.
• Data Formatting: Tags and incident details are formatted for consistency.
• AI-Powered Classification: GPT-4 analyzes and classifies each incident based on context and severity.
• Seamless Integration: Results are written back to Google Sheets for easy tracking and reporting.

Benefits

• Increased Efficiency: Reduces manual workload for SOC analysts by automating repetitive classification tasks.
• Improved Accuracy: Leverages GPT-4's advanced language understanding for precise incident categorization.
• Centralized Data: Keeps all incident data organized within Google Sheets for easy access and auditing.
• Scalable Automation: Easily adapts to growing incident volumes without additional staffing.

Use Cases

• SOC teams seeking to automate incident triage and classification.
• Organizations aiming to enhance security response times and accuracy.
• Environments where incident data is managed in Google Sheets and requires AI-driven insights.