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The Ozkaya AI Governance Framework (OAIGF): Architecting Trust and Resilience in the AI Enterprise

The Ozkaya AI Governance Framework (OAIGF) is a practitioner‑driven methodology that equips CISOs with a comprehensive blueprint for secure, ethical, and compliant AI deployment at enterprise scale. Building on standards such as NIST AI RMF and ISO/IEC 42001, the framework defines five immutable principles and seven operational pillars covering risk management, secure development, data and model governance, regulatory compliance, human‑AI teaming, and continuous monitoring. By embedding security‑by‑design, transparency, accountability, resilience, and ethical alignment into every AI lifecycle stage, OAIGF transforms potential vulnerabilities into a strategic differentiator. Its actionable mandates—like AI risk registers and dedicated AISOC functions—enable organizations to proactively defend against adversarial attacks while meeting evolving AI regulations.