Defy Security AI Governance is a service offering that helps organizations establish governance frameworks for AI and machine learning systems. The service addresses challenges related to AI model visibility, ethical standards, data privacy compliance, bias mitigation, and executive oversight. The service provides AI policy development and enforcement aligned to global regulations and ethical standards. It includes model lifecycle oversight with risk scoring, explainability assessments, and approval workflows to track AI systems from development through deployment. Data governance integration ensures training data meets privacy requirements and addresses bias concerns. The service establishes role-based accountability models that define ownership across data science, legal, security, and executive teams. Ongoing auditing and reporting capabilities monitor model behavior, drift, and performance over time. The service aims to provide visibility into how AI models are developed, trained, and deployed while maintaining compliance with regulatory requirements. Defy Security positions this as a consulting service that includes initial assessment, technology analysis, custom proof of concepts, business analysis of licensing structures, and implementation oversight with staffing support.