This system provides comprehensive security, governance, and compliance enforcement for enterprise artificial intelligence workflows by mediating and monitoring interactions between developers, AI models, and tools within software engineering environments. Its main features include inline policy enforcement, sensitive data redaction, tamper-evident auditing, token optimization, and seamless integration with development tools, repositories, and AI agents across diverse programming languages, ensuring secure, compliant, and efficient AI-assisted development processes. It addresses challenges related to data leakage, regulatory compliance, auditability, and resource efficiency, making it ideal for organizations that rely heavily on AI-powered coding, automation, and knowledge management to enhance productivity while maintaining security and control.