Adaptive Cybersecurity Governance Framework (ACGF): Integrating AI, Risk Management, and Auditing for Secure Technology Adoption in the Digital Era

The Adaptive Cybersecurity Governance Framework (ACGF) is a strategic, integrated model designed to enhance secure digital transformation by aligning Artificial Intelligence (AI), dynamic risk management, and continuous IT auditing. Tailored for both public and private sectors, ACGF supports proactive threat detection, real-time risk prioritisation, adaptive security controls, and transparent auditing, enabling organisations to adopt emerging technologies confidently while maintaining resilience, compliance, and accountability in an evolving cyber landscape.