AIOps & SecOps Case Study using local ai and n8n
AIOps & SecOps Case Study — Part 1 Building a Zero-Cloud AIOps & Security Digest Engine Executive Summary Objective: Establish a 100% self-hosted, private SOC/NOC reporting system that aggregates network telemetry and threat logs without relying on external cloud infrastructure. Core Stack: Zabbix 7, n8n, Suricata IDS/IPS, MikroTik REST API, Ollama (Qwen), and SMTP. Key Impact: Reduced daily log review time from 30+ minutes down to a 1-minute email digest, eliminating third-party API costs while keeping internal IP architectures fully isolated. The Problem: Alert Fatigue vs. Data Sovereignty Log Telemetry Overload: Manually reviewing thousands of daily Suricata entries ( fast.log / eve.json ) alongside Zabbix metrics induces severe operator fatigue. Data Sovereignty & Privacy Constraints: Transmitting internal IP schemas, network topology, and vulnerability v...