Complex Log Analysis and Security Threat Detection System

Build an advanced log processing automation that ingests log files from multiple enterprise systems (Nginx, Kubernetes, Active Directory), uses machine learning models to detect potential security anomalies, and creates automated incident response workflows. The system should parse logs in real-time, apply complex pattern matching, generate risk scores, and trigger specific remediation scripts for different threat levels.