Adaptive Compliance and Security Automation Framework

Create a comprehensive security and compliance automation system that can dynamically generate and enforce policy rules across complex technological ecosystems. The framework should support real-time threat detection, automated vulnerability assessment, continuous compliance validation, and intelligent risk scoring. Include detailed mechanisms for integrating with existing security tools, managing regulatory requirements, and providing comprehensive audit trails.